fix

2026-09-15 16:02:30 +00:00 · 2026-06-23 16:23:41 +02:00
1206 changed files with 16416 additions and 105748 deletions
@@ -31,21 +31,6 @@ The `up.sql` usually defines:
  - trigger-specific fields
 - Indexes on foreign keys + any frequently-filtered columns
 - Foreign key to `workspace`
- The RLS policies (`see_own`, `see_member`, `see_folder_extra_perms_user_*`, `see_extra_perms_user_*`, `see_extra_perms_groups_*`), copied from an existing trigger table
-
-**RLS: wrap every session GUC read in a scalar sub-select.** Write the session
-reads as `(select current_setting('session.user'))`,
-`= any((select regexp_split_to_array(current_setting('session.groups'), ','))::text[])`,
-`?| (select regexp_split_to_array(current_setting('session.pgroups'), ','))::text[]`,
-`? (select concat('u/', current_setting('session.user')))`, etc. — not the bare
-`current_setting(...)`. The GUCs are set with `SET LOCAL`, so the sub-select
-hoists them to a one-time InitPlan instead of re-evaluating per scanned row.
-Put the `::text[]` cast **outside** the sub-select for the array cases: in an
-`= any (...)` context, casting inside — `= any((select ...::text[]))` — makes
-Postgres parse the operand as a row-returning subquery and fails at CREATE with
-`operator does not exist: text = text[]`. The outside cast keeps it in
-array-operand form. See migration `20260714230440_wrap_session_gucs_in_rls_policies`
-for the canonical wrapped forms.

 Down migration drops the table and any enum types.

@@ -1,40 +0,0 @@
---
-name: ai-chat
-description: Guidance for improving the Windmill AI chat (copilot), especially global mode — tools, prompts, and context-window discipline. Use when editing chat tools, system prompts, or tool-result shapes under frontend/src/lib/components/copilot/chat, or when changing how the chat manages its context window.
---
-
-## Always benchmark before and after
-
-No context or behavior change ships without an `ai_evals` A/B on the affected mode.
-Add or adjust cases for exactly what you changed — see the `ai-evals` skill for
-authoring and the full run reference.
-
-Run the affected mode **before** your change and **after**, same model(s), same cases.
-
-## Measure the window first, and cumulative second
-
-Optimize **`finalContextTokens`** (window occupancy — what drives overflow and
-compaction), then cumulative prompt tokens.
-
-## Context discipline
-
-The dominant fixed cost is per-iteration overhead: the system prompt **plus every
-tool schema** is re-sent on every loop iteration. So:
-
- **Every tool and every parameter is a permanent tax.** Justify each one and measure
-  it; an extra "locate" round-trip can cost more than the reads it saves. Strip dead
-  params rather than leaving them in the schema.
- **Tool results return the minimum.** Never echo content the model already has. The
-  canonical mistake: a write tool that returns the whole edited artifact right after
-  the model authored it — return `{ success, message }` instead. When you touch a
-  *shared* write helper (e.g. `finishAppDraftWrite` in `global/core.ts`), re-check
-  this invariant for **all** the write tools routing through it — the echo has
-  regressed before via a shared refactor.
-
-## Prompts and tool descriptions are part of the surface
-
-The system prompt and tool descriptions steer behavior as much as the tools
-themselves, and are benchmarkable the same way. A description that advertises
-truncation makes the model self-limit; the path-conventions block changes where
-drafts land. Treat prompt/description edits as real changes and A/B them — a
-pure-prompt change is a legitimate, measurable improvement.
@@ -1,87 +0,0 @@
---
-name: ai-evals
-description: Author and run black-box benchmark cases for the Windmill AI generation modes (flow/app/script/cli/global) in ai_evals/. Use when adding or changing eval cases, or when running before/after benchmarks for AI chat / copilot changes.
---
-
-# AI evals — authoring and running benchmark cases
-
-`ai_evals/` is a black-box benchmark runner for the Windmill AI generation modes:
-`flow`, `app`, `script`, `cli`, `global`. It always tests the **current** production
-prompts, tools, and guidance in this checkout. Each attempt runs the real production
-path, deterministic validation, then LLM judging.
-
-The goal is to test current production guidance with realistic user requests — **not**
-to pin one exact implementation shape.
-
-## Running benchmarks
-
-```bash
-cd ai_evals
-bun install                       # first time; frontend modes also need `cd frontend && bun install`
-bun run cli -- models             # list model aliases
-bun run cli -- cases global       # list cases for a mode
-bun run cli -- run global global-test1-script-create --model sonnet
-```
-
-Frontend modes (`flow`/`script`/`app`/`global`) route model calls through a Windmill
-backend's `/api/w/<ws>/ai/proxy`, so you need **any** reachable backend:
-
-```bash
-WMILL_AI_EVAL_BACKEND_URL=http://127.0.0.1:<port> WMILL_AI_EVAL_BACKEND_WORKSPACE=integration-tests \
-  bun run cli -- run global <caseIds...> --models sonnet,gpt-5.5,gemini-3.1-pro-preview
-```
-
- **Reuse an existing workspace.** CE builds cap workspaces, so temp-workspace
-  creation 400s ("reached workspace limit"). Always set
-  `WMILL_AI_EVAL_BACKEND_WORKSPACE=integration-tests` (or any existing workspace) to
-  reuse one. The only side effect of a run is upserting an `f/evals/ai/<provider>`
-  resource there.
- Provider keys live in `ai_evals/.env` and are auto-loaded by bun. The judge is a
-  separate Anthropic call (default `claude-sonnet-4-6`) regardless of the model under
-  test.
-
-## Authoring core rules
-
-1. Write prompts like a real user request.
-2. Prefer behavior, inputs, constraints, and outcomes over internal implementation.
-3. Keep deterministic validation narrow and hard.
-4. Put semantic expectations in `judgeChecklist`.
-5. Use `expected` fixtures only when exact structure really matters.
-
-### Prompt writing
-
-Prompts should sound like something a user would naturally ask. Do not write prompts
-as if the user knows Windmill internals unless the case explicitly tests a power-user
-workflow.
-
-Good:
- "Create a flow that routes support requests based on customer tier."
- "Add a reset button that sets the counter back to 0."
- "Create a flow that reuses the existing greeting script instead of duplicating the logic."
-
-Bad:
- "Use `branchone` with 3 branches and a default branch."
- "Create a `rawscript` step with this exact topology."
- "This is a benchmark harness."
-
-### Deterministic validation
-
-Use deterministic checks only for hard failures: missing required files; unexpected
-extra files when the prompt says not to create them; syntax errors; unresolved flow
-refs; missing required special modules or suspend config; obvious corruption.
-
-Do **not** encode one preferred implementation. Bad hard checks: exact step topology
-for a creation flow; exact branch structure when the prompt only asked for routing;
-exact input shape when multiple reasonable shapes are acceptable.
-
-### Judge checklist
-
-Every non-trivial case should have a `judgeChecklist` capturing user-visible behavior
-that must be present, important constraints, and key completion criteria — not
-low-level implementation details unless truly required.
-
-Good: "the flow calculates the order total with 8% tax"; "the flow reuses the existing
-workspace script instead of rewriting the logic". Bad: "uses `branchone`"; "contains a
-`rawscript` node".
-
-See `ai_evals/README.md` for the full case format, fields, and fixture details.
@@ -1,50 +0,0 @@
---
-name: local-review-codex
-description: Run the CI Codex PR review locally against this branch's unpushed work (committed + uncommitted) before pushing. Same policy, model, and reasoning effort as the codex-pr-review GitHub action.
---
-
-# Local Codex Review (pre-push)
-
-Runs the exact same review Codex performs in CI (`.github/workflows/codex-pr-review.yml`),
-but locally and scoped to work you have not pushed yet — so you catch what CI would flag
-before the PR exists. Use this before `git push` on a non-trivial change.
-
-**Correspondence with CI** — identical:
- Policy: `REVIEW.md` (severity triage, public-surface checklist, AGENTS.md compliance, test coverage).
- Model: `gpt-5.6-sol`, `model_reasoning_effort="xhigh"`.
- Output: markdown starting with `## Codex Review`, findings tagged P0 / P1 / P2 with file:line.
-
-**Differences from CI** — local-only:
- Scope is the current branch vs `main` at the merge-base, **including uncommitted changes** (CI reviews a pushed PR diff).
- Sandbox is `read-only` (CI uses `danger-full-access` on an ephemeral runner). Codex reads the diff and files but cannot modify your working tree.
- Fresh context is inherent: `codex exec` is a separate cold process, so it does not anchor on the current chat session — the same reason `local-review` insists on a subagent.
-
-## Prerequisites
-
- `codex` CLI **>= 0.144.1** installed and authed (`codex login` or `OPENAI_API_KEY`). Older CLIs reject `gpt-5.6-sol` with "requires a newer version of Codex". Upgrade with `npm install --global @openai/codex@0.144.1` (may need `sudo` for a global install). Keep this in sync with the pin in `.github/workflows/codex-pr-review.yml`.
- `git fetch` the base ref if it's stale, so the merge-base is accurate.
-
-## Run
-
-```bash
-bash .agents/skills/local-review-codex/run.sh          # review vs main (default)
-bash .agents/skills/local-review-codex/run.sh <base>   # review vs a different base ref
-```
-
-Invoke with `bash` (or run the executable directly) — the script needs Bash for
-`set -o pipefail`; `sh` is Dash on Debian/Ubuntu and would fail. If `main` isn't a
-local branch (e.g. a fresh single-branch checkout), the runner falls back to
-`origin/main` automatically.
-
-The script computes `BASE_SHA = git merge-base HEAD <base>`, feeds Codex `REVIEW.md` plus a
-diff context pointing at `git diff <BASE_SHA>` (which folds in uncommitted edits), and prints
-the review. It writes only temp files — nothing lands in the working tree.
-
-## Relaying the result
-
-Print the Codex output verbatim. Do not re-summarize or filter it — the value of a cold Codex
-pass is surfacing what the current session would rationalize away. Then decide with the user
-whether to address findings before pushing.
-
-For a Claude-native review instead, use `local-review` (branch-diff-reviewer subagent). This
-skill is the Codex counterpart; run both for independent perspectives.
@@ -1,91 +0,0 @@
-#!/usr/bin/env bash
-# Local Codex review — mirrors the .github/workflows/codex-pr-review.yml CI job,
-# but scoped to this branch's unpushed work (committed + uncommitted) so you can
-# review before pushing. Same policy (REVIEW.md), same model (gpt-5.6-sol) and
-# reasoning effort (xhigh) as CI. Runs read-only: Codex cannot modify your tree.
-#
-# Usage: run.sh [BASE_REF]   (BASE_REF defaults to "main")
-set -euo pipefail
-
-BASE_REF="${1:-main}"
-REPO_ROOT="$(git rev-parse --show-toplevel)"
-cd "$REPO_ROOT"
-
-if ! command -v codex >/dev/null 2>&1; then
-  echo "codex CLI not found. Install with: npm install --global @openai/codex@0.144.1" >&2
-  exit 1
-fi
-
-# Resolve the base to a concrete commit, preferring a local ref but falling back to
-# the remote-tracking ref — checkouts (CI, single-branch clones) often have only
-# origin/main, not a local main.
-if git rev-parse --verify --quiet "${BASE_REF}^{commit}" >/dev/null; then
-  BASE_COMMITISH="$BASE_REF"
-elif git rev-parse --verify --quiet "origin/${BASE_REF}^{commit}" >/dev/null; then
-  BASE_COMMITISH="origin/${BASE_REF}"
-else
-  echo "Base ref '$BASE_REF' not found as '$BASE_REF' or 'origin/$BASE_REF'. Try: git fetch origin $BASE_REF" >&2
-  exit 1
-fi
-
-# Diff from the merge-base so only this branch's changes are reviewed. Using the
-# base SHA with a single-ref `git diff` also folds in uncommitted working-tree edits,
-# but `git diff` never sees untracked files — those are gathered separately below so
-# brand-new files (a whole new module, a new skill dir) are not silently skipped.
-BASE_SHA="$(git merge-base HEAD "$BASE_COMMITISH")"
-HEAD_SHA="$(git rev-parse HEAD)"
-UNTRACKED="$(git ls-files --others --exclude-standard)"
-
-if [ "$BASE_SHA" = "$HEAD_SHA" ] && git diff --quiet "$BASE_SHA" && [ -z "$UNTRACKED" ]; then
-  echo "No changes vs $BASE_REF — nothing to review." >&2
-  exit 0
-fi
-
-PROMPT="$(mktemp)"
-OUT="$(mktemp)"
-trap 'rm -f "$PROMPT" "$OUT"' EXIT
-
-# REVIEW.md is the shared policy CI feeds Codex. Append the local output-format
-# and diff context inline (CI reads these from a generated context file; inlining
-# keeps the working tree clean — no scratch files land in the repo).
-cat REVIEW.md > "$PROMPT"
-cat >> "$PROMPT" <<EOF
-
-# Codex output format
-
- This is a pre-push LOCAL review of unpushed work; there is no PR yet.
- Inspect the changes by running the diff commands in the review context below.
- Untracked files do NOT appear in \`git diff\`. Review every untracked path listed below by reading it directly (\`cat\`) — treat its entire contents as newly added.
- Return markdown starting with \`## Codex Review\`.
- Tag each finding with a severity (P0 / P1 / P2), file path, and line number when known confidently.
-
-# Review context
-
-Local review (pre-push): current branch vs $BASE_REF
-Base SHA: $BASE_SHA
-Head SHA: $HEAD_SHA (plus any uncommitted working-tree changes)
-
-Changed commits command:
-git log --oneline $BASE_SHA..HEAD
-
-Changed files command:
-git diff --stat $BASE_SHA
-
-Full review diff command (tracked changes, includes uncommitted edits):
-git diff --unified=0 $BASE_SHA
-
-Untracked files (NOT in the diff above — read each one directly, it is entirely new):
-$(if [ -n "$UNTRACKED" ]; then printf '%s\n' "$UNTRACKED"; else echo "(none)"; fi)
-EOF
-
-codex exec \
-  -C "$REPO_ROOT" \
-  -m gpt-5.6-sol \
-  -c 'model_reasoning_effort="xhigh"' \
-  -s read-only \
-  -o "$OUT" \
-  - < "$PROMPT"
-
-echo
-echo "===== Codex review ====="
-cat "$OUT"
@@ -96,11 +96,7 @@ and continue once they confirm it's done.
 1. Run `git status` to check for uncommitted changes
 2. Run `git log main..HEAD --oneline` to see all commits in this branch
 3. Run `git diff main...HEAD` to see the full diff against main
-4. **Review the diff before creating the PR — run both reviews, do not skip:**
-   - **`local-review`** — Claude-native branch-diff-reviewer (`/local-review` in Claude Code, `$local-review` in Codex, `pi --skill local-review` / `/skill:local-review` in Pi).
-   - **`local-review-codex`** — cold Codex pass, the same review CI runs, for an independent perspective the Claude pass misses (`/local-review-codex` in Claude Code, or `bash .agents/skills/local-review-codex/run.sh`). If the `codex` CLI is missing or older than the version pinned in that skill, note it in your summary and continue — never block the PR on codex being unavailable.
-
-   Run both — they catch different things. If either surfaces issues, fix them and commit before proceeding.
+4. **Invoke the `local-review` skill** before creating the PR (`/local-review` in Claude Code, `$local-review` in Codex, `pi --skill local-review` / `/skill:local-review` in Pi). If issues are found, fix them and commit before proceeding. Do not skip this step.
 5. **Screenshots for frontend changes**: if `git diff main...HEAD --name-only` matches `^frontend/`, capture and embed screenshots of the affected UI per "Screenshots" above before writing the PR body (skip only if there is no visible UI effect).
 6. Check if remote branch exists and is up to date:
   ```bash
@@ -1 +0,0 @@
-../../../.agents/skills/ai-chat/SKILL.md
@@ -1 +0,0 @@
-../../../.agents/skills/ai-evals/SKILL.md
@@ -1 +0,0 @@
-../../../.agents/skills/local-review-codex/SKILL.md
@@ -28,7 +28,7 @@ ENV PATH="${PATH}:/usr/local/go/bin"
 ENV GO_PATH=/usr/local/go/bin/go

 # UV
-RUN curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.11.24/uv-installer.sh | sh && mv /usr/local/cargo/bin/uv /usr/local/bin/uv
+RUN curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.9.25/uv-installer.sh | sh && mv /usr/local/cargo/bin/uv /usr/local/bin/uv

 ENV TZ=Etc/UTC

@@ -1,5 +1,5 @@
 # Codex output format

- Read the review context file whose absolute path is given at the end of these instructions; it holds the PR metadata and the diff commands.
+- Read `./.github/codex/pr-review-context.md` for PR metadata and the diff commands.
 - Return a markdown PR comment starting with `## Codex Review`.
 - Tag each finding with a severity (P0 / P1 / P2), file path, and line number when known confidently.
@@ -1,6 +1,6 @@
 # Pi output format

- Read the review context file whose absolute path is given at the end of these instructions; it holds the PR metadata and the diff (or the git commands to produce it).
+- Read `./.github/pi/pr-review-context.md` for PR metadata and the diff commands.
 - Return a markdown PR comment starting with `## Pi Review`.
 - Tag each finding with a severity (P0 / P1 / P2), file path, and line number when known confidently.
 - Output ONLY the final review markdown — no preamble, no thinking, no tool transcripts.
@@ -1,126 +0,0 @@
-// Extracts every windmill.dev/docs link referenced in the frontend source and
-// verifies none of them 404. Run: `node .github/scripts/check-docs-links.mjs`.
-// Used by the check-docs-links GitHub workflow (release / manual trigger only).
-
-import { readdir, readFile } from 'node:fs/promises'
-import { join, extname } from 'node:path'
-
-const ROOT = 'frontend/src'
-const EXTS = new Set(['.ts', '.js', '.svelte', '.mjs', '.cjs'])
-const DOCS_RE = /https?:\/\/(?:www\.)?windmill\.dev\/docs\/[^\s"'`)>\]}]*/g
-// `const someBaseUrl = 'https://www.windmill.dev/docs/...'` used later as `${someBaseUrl}/foo`
-const BASE_RE = /(?:const|let|var)\s+([A-Za-z_$][\w$]*)\s*=\s*['"`](https?:\/\/(?:www\.)?windmill\.dev\/docs\/[^'"`]+)['"`]/g
-
-const CONCURRENCY = 24
-const TIMEOUT_MS = 20000
-const RETRIES = 2
-
-async function walk(dir) {
-	const out = []
-	for (const entry of await readdir(dir, { withFileTypes: true })) {
-		const p = join(dir, entry.name)
-		if (entry.isDirectory()) {
-			if (entry.name === 'node_modules' || entry.name === '.svelte-kit') continue
-			out.push(...(await walk(p)))
-		} else if (EXTS.has(extname(entry.name))) {
-			out.push(p)
-		}
-	}
-	return out
-}
-
-// url (no fragment) -> Set of source files it appears in
-const urls = new Map()
-const unresolved = []
-
-function record(url, file) {
-	const clean = url
-		.replace(/\\.*$/, '') // cut at an escape sequence embedded in a string literal (e.g. \n)
-		.replace(/#.*$/, '') // drop anchor fragment — irrelevant to a 404 check
-		.replace(/[.,;:'")\]]+$/, '')
-	if (!clean) return
-	// A `{`/`${` means the URL is built from an unresolved template/interpolation var.
-	if (clean.includes('{')) {
-		unresolved.push(`${clean}  (${file})`)
-		return
-	}
-	if (!urls.has(clean)) urls.set(clean, new Set())
-	urls.get(clean).add(file)
-}
-
-for (const file of await walk(ROOT)) {
-	let content = await readFile(file, 'utf8')
-	// Inline file-local base-url constants so `${base}/page` template literals resolve.
-	const bases = []
-	for (const m of content.matchAll(BASE_RE)) bases.push({ name: m[1], value: m[2], decl: m[0] })
-	for (const { name, value } of bases) {
-		content = content.replaceAll('${' + name + '}', value)
-	}
-	// Blank each base declaration so a prefix-only base (no index page of its own,
-	// e.g. .../app_configuration_settings) isn't checked as a standalone link.
-	// A genuinely bare `${base}` usage was already inlined above, so it's still covered.
-	for (const { decl } of bases) content = content.replace(decl, '')
-	for (const m of content.matchAll(DOCS_RE)) record(m[0], file)
-}
-
-const allUrls = [...urls.keys()].sort()
-console.log(`Found ${allUrls.length} distinct docs links across ${ROOT}`)
-if (unresolved.length) {
-	console.log(`\n⚠️  ${unresolved.length} link(s) built from an unrecognized base URL — skipped (register the base const so they can be checked):`)
-	for (const u of [...new Set(unresolved)].sort()) console.log(`   ${u}`)
-}
-
-async function check(url) {
-	for (let attempt = 0; attempt <= RETRIES; attempt++) {
-		const ctrl = new AbortController()
-		const timer = setTimeout(() => ctrl.abort(), TIMEOUT_MS)
-		try {
-			let res = await fetch(url, {
-				method: 'HEAD',
-				redirect: 'follow',
-				signal: ctrl.signal,
-				headers: { 'user-agent': 'windmill-docs-link-check' }
-			})
-			// Some hosts reject HEAD — fall back to GET.
-			if (res.status === 405 || res.status === 501) {
-				res = await fetch(url, {
-					method: 'GET',
-					redirect: 'follow',
-					signal: ctrl.signal,
-					headers: { 'user-agent': 'windmill-docs-link-check' }
-				})
-			}
-			clearTimeout(timer)
-			return { url, status: res.status, ok: res.status < 400 }
-		} catch (err) {
-			clearTimeout(timer)
-			if (attempt === RETRIES) return { url, status: 0, ok: false, error: String(err?.message || err) }
-			await new Promise((r) => setTimeout(r, 500 * (attempt + 1)))
-		}
-	}
-}
-
-// Simple concurrency pool.
-const results = []
-let idx = 0
-async function worker() {
-	while (idx < allUrls.length) {
-		const url = allUrls[idx++]
-		results.push(await check(url))
-	}
-}
-await Promise.all(Array.from({ length: CONCURRENCY }, worker))
-
-const failures = results.filter((r) => !r.ok)
-if (failures.length === 0) {
-	console.log(`\n✅ All ${allUrls.length} docs links are reachable.`)
-	process.exit(0)
-}
-
-console.log(`\n❌ ${failures.length} broken docs link(s):`)
-for (const f of failures.sort((a, b) => a.url.localeCompare(b.url))) {
-	console.log(`\n  ${f.url}`)
-	console.log(`    status: ${f.error ? `error (${f.error})` : f.status}`)
-	for (const file of urls.get(f.url)) console.log(`    ↳ ${file}`)
-}
-process.exit(1)
@@ -57,7 +57,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - uses: oven-sh/setup-bun@v2
        with:
@@ -69,7 +69,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - uses: oven-sh/setup-bun@v2
        with:
@@ -23,7 +23,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache: false
-          toolchain: 1.97.0
+          toolchain: 1.93.0
      - name: cargo check
        working-directory: ./backend
        timeout-minutes: 16
@@ -44,7 +44,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache: false
-          toolchain: 1.97.0
+          toolchain: 1.93.0
      - name: cargo check
        working-directory: ./backend
        timeout-minutes: 16
@@ -81,7 +81,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache: false
-          toolchain: 1.97.0
+          toolchain: 1.93.0
      - name: cargo check
        working-directory: ./backend
        timeout-minutes: 16
@@ -118,7 +118,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0
      - name: Fix stale v8 build cache
        working-directory: ./backend
        run: |
@@ -50,7 +50,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - uses: actions/setup-dotnet@v4
        with:
@@ -58,9 +58,7 @@ jobs:

      - uses: denoland/setup-deno@v2
        with:
-          # Pin to the Deno version shipped in the runtime image (Dockerfile) so CI
-          # tests what production runs, instead of floating on the latest v2.x.
-          deno-version: 2.2.1
+          deno-version: v2.x

      - uses: actions/setup-go@v2
        with:
@@ -76,7 +74,7 @@ jobs:

      - uses: astral-sh/setup-uv@v6.2.1
        with:
-          version: "0.11.24"
+          version: "0.9.25"

      - uses: shivammathur/setup-php@v2
        with:
@@ -174,17 +172,13 @@ jobs:
          # binary link spikes several hundred MB of transient I/O. Capping at
          # 8 trades ~25% wall time for headroom on the ~75GB runner disk.
          CARGO_BUILD_JOBS: 8
-          # backend/Cargo.toml leaves profile.dev at the default debug = 2 for
-          # the (large) windmill workspace crates; that debuginfo is emitted
-          # into every object file and embedded in each test binary, and on
-          # windows-msvc also spawns the mspdbsrv.exe PDB type server. Across a
-          # full --all --features build it is the dominant consumer of the
-          # ~63GB free on the runner disk (LNK1180 / disk-full during linking).
-          # CI needs no debug info, so drop it entirely for the dev/test
-          # profiles here. debug = 0 supersedes the previous split-debuginfo=off
-          # knob (no debuginfo => no .pdb and no LNK1318 type-server limit).
-          CARGO_PROFILE_DEV_DEBUG: "0"
-          CARGO_PROFILE_TEST_DEBUG: "0"
+          # backend/Cargo.toml sets split-debuginfo = "unpacked", which on
+          # windows-msvc is coerced to "packed": every test-binary link spawns
+          # the mspdbsrv.exe PDB type server and writes a large .pdb. CI needs
+          # no debug info, so disable PDB generation for the dev/test profiles
+          # here (avoids both LNK1318 type-server limit and PDB disk usage).
+          CARGO_PROFILE_DEV_SPLIT_DEBUGINFO: "off"
+          CARGO_PROFILE_TEST_SPLIT_DEBUGINFO: "off"
          # Tests' poll-time stack frames (deep nested async fn chains in
          # debug builds) reach ~1.8MB. 4MB gives ~2x headroom against flaky
          # overflows under parallel-test contention.
@@ -50,9 +50,7 @@ jobs:
          dotnet-version: "9.0.x"
      - uses: denoland/setup-deno@v2
        with:
-          # Pin to the Deno version shipped in the runtime image (Dockerfile) so CI
-          # tests what production runs, instead of floating on the latest v2.x.
-          deno-version: 2.2.1
+          deno-version: v2.x
      - uses: actions/setup-go@v2
        with:
          go-version: 1.21.5
@@ -64,7 +62,7 @@ jobs:
          node-version: "20"
      - uses: astral-sh/setup-uv@v6.2.1
        with:
-          version: "0.11.24"
+          version: "0.9.25"
      - uses: shivammathur/setup-php@v2
        with:
          php-version: "8.3"
@@ -90,7 +88,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0
      - name: Fix stale v8 build cache
        working-directory: ./backend
        run: |
@@ -239,47 +237,13 @@ jobs:
      - name: cargo test
        timeout-minutes: 30
        env:
-          # setup-rust-toolchain exports RUSTFLAGS=-D warnings, and the RUSTFLAGS env
-          # var fully REPLACES (never merges with) target.*.rustflags in
-          # backend/.cargo/config.toml. That silently drops the config's
-          # `-C link-arg=-fuse-ld=mold`, so CI links the many large integration-test
-          # binaries (v8 + duckdb + every language runtime, statically linked) with the
-          # default bfd linker. Its peak memory across ~12 parallel links OOM-kills the
-          # runner mid-link (SIGTERM => exit 143, before any test runs). Re-add the mold
-          # link arg here so CI links with mold like local dev, keeping -D warnings.
-          # (config.toml's `linker = "clang"` still applies; env only overrides rustflags.)
-          RUSTFLAGS: "-D warnings -C link-arg=-fuse-ld=mold"
          SQLX_OFFLINE: true
          DATABASE_URL: postgres://postgres:changeme@localhost:5432/windmill
          DISABLE_EMBEDDING: true
          RUST_LOG: "off"
          RUST_LOG_STYLE: never
          CARGO_NET_GIT_FETCH_WITH_CLI: true
-          # Cap parallel rustc/link jobs below the 16 available cores. The tail of
-          # the build links ~128 full-graph test binaries (one per tests/*.rs file
-          # across the workspace); at high parallelism enough heavy codegen+link
-          # units (rustc ~2.6GB, mold ~1GB each) overlap to exhaust the 64GB
-          # runner. Matches backend-test-windows.yml, which already uses 8.
-          CARGO_BUILD_JOBS: 8
-          # Incremental compilation is per-run dead weight in CI: rust-cache
-          # (cache-workspaces above) restores compiled dependency artifacts but
-          # never persists target/**/incremental, so there is no prior state to
-          # reuse in a one-shot `cargo test`. It only adds per-crate memory
-          # overhead and extra disk. Off here (kept on for local dev via
-          # .cargo/config.toml). Matches backend-test-windows.yml.
-          CARGO_INCREMENTAL: "0"
-          # backend/Cargo.toml leaves profile.dev at the default debug = 2 for
-          # the (large) windmill workspace crates; that debug info is emitted
-          # into every object file and embedded in each test binary. Across the
-          # full --all --features build it is the dominant memory/disk consumer
-          # when mold links the windmill-api-integration-tests binary, tipping
-          # the runner over (lost runner reported as a canceled step). CI needs
-          # no debug info, so drop it entirely for the dev/test profiles here.
-          # (test profile inherits dev, but the workspace crates link in as
-          # dev-profile deps, so both must be set.) CI-only; local dev builds
-          # are unaffected.
-          CARGO_PROFILE_DEV_DEBUG: "0"
-          CARGO_PROFILE_TEST_DEBUG: "0"
+          CARGO_BUILD_JOBS: 12
          # Tests' poll-time stack frames (deep nested async fn chains in
          # debug builds) reach ~1.8MB, leaving very thin headroom on the
          # default 2MB thread stack. 4MB gives ~2x buffer against flaky
@@ -5,12 +5,6 @@ env:
 name: Build caddy-l4
 on:
  workflow_dispatch:
-  push:
-    branches:
-      - main
-    paths:
-      - docker/DockerfileCaddyL4
-      - .github/workflows/build-caddy-l4-image.yml

 permissions: write-all

@@ -33,7 +33,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - name: Substitute EE code
        shell: bash
@@ -1,23 +0,0 @@
-name: Check frontend docs links
-
-on:
-  push:
-    tags:
-      - "v*"
-  workflow_dispatch:
-
-jobs:
-  check-docs-links:
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          sparse-checkout: |
-            frontend/src
-            .github/scripts
-      - uses: actions/setup-node@v4
-        with:
-          node-version: "22.x"
-      - name: Verify docs links are not 404
-        run: node .github/scripts/check-docs-links.mjs
@@ -0,0 +1,83 @@
+name: Check Organization Membership
+
+on:
+  workflow_call:
+    inputs:
+      commenter:
+        required: false
+        type: string
+        default: ''
+        description: 'The username to check. Auto-detected from the event context if not provided.'
+      organization:
+        required: false
+        type: string
+        default: 'windmill-labs'
+        description: 'The organization to check membership for'
+      trusted_bot:
+        required: false
+        type: string
+        default: 'windmill-internal-app[bot]'
+        description: 'The trusted bot username to allow'
+    secrets:
+      access_token:
+        required: true
+        description: 'The access token to use for org membership check'
+    outputs:
+      is_member:
+        description: 'Whether the user is an organization member or trusted bot'
+        value: ${{ jobs.check-membership.outputs.is_member }}
+
+jobs:
+  check-membership:
+    runs-on: ubicloud-standard-2
+    outputs:
+      is_member: ${{ steps.check-membership.outputs.is_member }}
+    steps:
+      - name: Determine commenter
+        id: determine-commenter
+        run: |
+          COMMENTER="${{ inputs.commenter }}"
+          if [[ -z "$COMMENTER" ]]; then
+            if [[ "${{ github.event_name }}" == "issue_comment" || \
+                  "${{ github.event_name }}" == "pull_request_review_comment" ]]; then
+              COMMENTER="${{ github.event.comment.user.login }}"
+            elif [[ "${{ github.event_name }}" == "pull_request_review" ]]; then
+              COMMENTER="${{ github.event.review.user.login }}"
+            else
+              COMMENTER="${{ github.event.issue.user.login }}"
+            fi
+          fi
+          echo "commenter=$COMMENTER" >> $GITHUB_OUTPUT
+
+      - name: Check organization membership
+        id: check-membership
+        env:
+          ORG_ACCESS_TOKEN: ${{ secrets.access_token }}
+          COMMENTER: ${{ steps.determine-commenter.outputs.commenter }}
+          ORG: ${{ inputs.organization }}
+          TRUSTED_BOT: ${{ inputs.trusted_bot }}
+        run: |
+          # 1. Allow the trusted bot straight away
+          if [[ "$COMMENTER" == "$TRUSTED_BOT" ]]; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+            exit 0
+          fi
+
+          # 2. Disallow other bots
+          if [[ "${COMMENTER}" =~ \[bot\]$ ]]; then
+            echo "is_member=false" >> $GITHUB_OUTPUT
+            exit 0
+          fi
+
+          # 3. Otherwise check if the user is a member of the organization
+          STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
+            -H "Authorization: token $ORG_ACCESS_TOKEN" \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            "https://api.github.com/orgs/$ORG/members/$COMMENTER")
+
+          if [ "$STATUS" -eq 204 ]; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+          else
+            echo "is_member=false" >> $GITHUB_OUTPUT
+          fi
@@ -1,66 +0,0 @@
-name: Check Write Access
-
-# Authorizes a user to trigger privileged command workflows (/review, /ai, /plan,
-# /updatesqlx, ...). The webhook author_association reports PRIVATE org members as
-# CONTRIBUTOR/NONE (only public members show as MEMBER), so command jobs can't gate on
-# it alone. This mints the internal GitHub App token — which can see private members —
-# and confirms the user is a member or has write access to the repo. The app token is
-# minted fresh per run, so unlike the old ORG_ACCESS_TOKEN PAT it never expires.
-
-on:
-  workflow_call:
-    inputs:
-      username:
-        required: true
-        type: string
-        description: 'The user whose access to verify'
-      trusted_bot:
-        required: false
-        type: string
-        default: 'windmill-internal-app[bot]'
-        description: 'A bot login that is always authorized'
-    outputs:
-      authorized:
-        description: 'true if the user is the trusted bot, an org member, or has repo write access'
-        value: ${{ jobs.check.outputs.authorized }}
-
-jobs:
-  check:
-    runs-on: ubuntu-latest
-    outputs:
-      authorized: ${{ steps.check.outputs.authorized }}
-    steps:
-      - name: Mint internal app token
-        id: app
-        uses: actions/create-github-app-token@v2
-        with:
-          app-id: ${{ vars.INTERNAL_APP_ID }}
-          private-key: ${{ secrets.INTERNAL_APP_KEY }}
-          owner: ${{ github.repository_owner }}
-
-      - name: Resolve authorization
-        id: check
-        env:
-          GH_TOKEN: ${{ steps.app.outputs.token }}
-          USERNAME: ${{ inputs.username }}
-          TRUSTED_BOT: ${{ inputs.trusted_bot }}
-          REPO: ${{ github.repository }}
-        run: |
-          if [ "$USERNAME" = "$TRUSTED_BOT" ]; then
-            echo "authorized=true" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-          ORG="${REPO%%/*}"
-          # Org membership resolves private members too (204 = member, 404 = not).
-          if gh api "orgs/$ORG/members/$USERNAME" --silent 2>/dev/null; then
-            echo "authorized=true" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-          # Fallback: effective repo permission (also covers outside collaborators).
-          PERM=$(gh api "repos/$REPO/collaborators/$USERNAME/permission" --jq '.permission' 2>/dev/null || echo none)
-          if [ "$PERM" = "admin" ] || [ "$PERM" = "write" ]; then
-            echo "authorized=true" >> "$GITHUB_OUTPUT"
-          else
-            echo "authorized=false" >> "$GITHUB_OUTPUT"
-            echo "$USERNAME is neither the trusted bot, an org member, nor a repo writer."
-          fi
@@ -11,24 +11,20 @@ on:
    types: [submitted]

 jobs:
-  # author_association misses private org members; check-access resolves them via the
-  # internal app token. Both are OR'd below so public members still pass instantly.
-  check-access:
+  check-membership:
    if: |
      (github.event_name == 'issue_comment' && contains(github.event.comment.body, '/plan')) ||
      (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '/plan')) ||
      (github.event_name == 'pull_request_review' && contains(github.event.review.body, '/plan')) ||
      (github.event_name == 'issues' && contains(github.event.issue.body, '/plan'))
-    uses: ./.github/workflows/check-write-access.yml
-    with:
-      username: ${{ github.event.comment.user.login || github.event.review.user.login || github.event.issue.user.login }}
-    secrets: inherit
+    uses: ./.github/workflows/check-org-membership.yml
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}

  claude-plan-action:
-    needs: [check-access]
+    needs: check-membership
    if: |
-      needs.check-access.outputs.authorized == 'true' ||
-      contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association || github.event.review.author_association || github.event.issue.author_association)
+      needs.check-membership.outputs.is_member == 'true'
    runs-on: ubicloud-standard-4
    timeout-minutes: 20
    permissions:
@@ -11,24 +11,20 @@ on:
    types: [submitted]

 jobs:
-  # author_association misses private org members; check-access resolves them via the
-  # internal app token. Both are OR'd below so public members still pass instantly.
-  check-access:
+  check-membership:
    if: |
      (github.event_name == 'issue_comment' && startsWith(github.event.comment.body, '/ai') && !startsWith(github.event.comment.body, '/ai-fast')) ||
      (github.event_name == 'pull_request_review_comment' && startsWith(github.event.comment.body, '/ai') && !startsWith(github.event.comment.body, '/ai-fast')) ||
      (github.event_name == 'pull_request_review' && startsWith(github.event.review.body, '/ai') && !startsWith(github.event.review.body, '/ai-fast')) ||
      (github.event_name == 'issues' && startsWith(github.event.issue.body, '/ai') && !startsWith(github.event.issue.body, '/ai-fast'))
-    uses: ./.github/workflows/check-write-access.yml
-    with:
-      username: ${{ github.event.comment.user.login || github.event.review.user.login || github.event.issue.user.login }}
-    secrets: inherit
+    uses: ./.github/workflows/check-org-membership.yml
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}

  claude-code-action:
-    needs: [check-access]
+    needs: check-membership
    if: |
-      needs.check-access.outputs.authorized == 'true' ||
-      contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association || github.event.review.author_association || github.event.issue.author_association)
+      needs.check-membership.outputs.is_member == 'true'
    runs-on: ubicloud-standard-8
    permissions:
      contents: write
@@ -41,44 +37,6 @@ jobs:
        with:
          fetch-depth: 1

-      # Make the EE source (the *_ee.rs files in the companion repo) available so the
-      # reviewer can see EE-only code (e.g. windmill-queue/src/jobs_ee.rs), not just the
-      # CE surface. The EE ref is read from the PR head's backend/ee-repo-ref.txt (via the
-      # API, so it reflects the PR's EE pin regardless of which ref is checked out here).
-      - name: Check EE access
-        id: ee
-        env:
-          EE_TOKEN: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}
-          GH_TOKEN: ${{ github.token }}
-          PR_NUMBER: ${{ github.event.issue.number || github.event.pull_request.number }}
-        run: |
-          if [ -z "$EE_TOKEN" ] || [ -z "$PR_NUMBER" ]; then
-            echo "available=false" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-          HEAD_SHA=$(gh api "repos/${{ github.repository }}/pulls/$PR_NUMBER" --jq .head.sha)
-          REF=$(gh api "repos/${{ github.repository }}/contents/backend/ee-repo-ref.txt?ref=$HEAD_SHA" --jq .content | base64 -d | tr -d '[:space:]')
-          if [ -z "$REF" ]; then
-            echo "available=false" >> "$GITHUB_OUTPUT"
-          else
-            echo "available=true" >> "$GITHUB_OUTPUT"
-            echo "ee_repo_ref=$REF" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Checkout EE repository
-        if: steps.ee.outputs.available == 'true'
-        uses: actions/checkout@v4
-        with:
-          repository: windmill-labs/windmill-ee-private
-          path: ./windmill-ee-private
-          ref: ${{ steps.ee.outputs.ee_repo_ref }}
-          token: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}
-          fetch-depth: 1
-
-      - name: Substitute EE code
-        if: steps.ee.outputs.available == 'true'
-        run: ./backend/substitute_ee_code.sh --copy --dir ./windmill-ee-private
-
      - name: Run Claude PR Action
        uses: anthropics/claude-code-action@v1
        with:
@@ -32,19 +32,27 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  check-membership:
+    if: github.event_name == 'pull_request'
+    uses: ./.github/workflows/check-org-membership.yml
+    with:
+      commenter: ${{ github.event.pull_request.user.login }}
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}
+
  codex-review:
+    needs: check-membership
    runs-on: ubicloud-standard-2
    timeout-minutes: 30
-    # A non-fork PR (head.repo.fork == false) can only be opened by someone with push
-    # access to this repo, so fork==false already enforces write access. Do NOT re-add
-    # an author_association gate: the pull_request webhook payload reports private org
-    # members as CONTRIBUTOR/NONE (only public members show as MEMBER), which silently
-    # skips auto-review for every private member.
    if: |
-      github.event_name == 'workflow_call' ||
+      always() &&
      (
-        github.event.pull_request.draft == false &&
-        github.event.pull_request.head.repo.fork == false
+        needs.check-membership.result == 'skipped' ||
+        (needs.check-membership.result == 'success' && needs.check-membership.outputs.is_member == 'true')
+      ) &&
+      (
+        github.event_name == 'workflow_call' ||
+        (github.event.pull_request.draft == false && github.event.pull_request.head.repo.fork == false)
      )
    permissions:
      contents: read
@@ -104,36 +112,24 @@ jobs:
            IS_FORK="$EVENT_FORK"
            PR_AUTHOR="$EVENT_AUTHOR"
          fi
-          # Fork PRs run untrusted code with secrets present, so the automatic
-          # pull_request trigger never reviews them. A non-empty INPUT_PR_NUMBER
-          # means we arrived via workflow_call (a maintainer /codex comment gated
-          # by check-write-access), so allow forks only on that path.
-          if [ "$IS_FORK" = "true" ] && [ -z "$INPUT_PR_NUMBER" ]; then
-            echo "Skipping Codex review for fork PR (automatic trigger)."
+          if [ "$IS_FORK" = "true" ]; then
+            echo "Skipping Codex review for fork PR."
            echo "skip=true" >> "$GITHUB_OUTPUT"
            exit 0
          fi
-          # PR title/body are attacker-controlled free text. Use an unguessable
-          # per-run delimiter so a fork can't embed a fixed heredoc terminator to
-          # inject extra outputs — e.g. is_fork=false (last-write-wins), which
-          # would re-enable the EE checkout and trusted-path settings for forks.
-          RAND=$(head -c 16 /dev/urandom | od -An -tx1 | tr -d ' \n')
-          TITLE_EOF="TITLE_EOF_${RAND}"
-          BODY_EOF="BODY_EOF_${RAND}"
          {
            echo "skip=false"
-            echo "is_fork=$IS_FORK"
            echo "pr_number=$PR_NUMBER"
            echo "base_ref=$BASE_REF"
            echo "base_sha=$BASE_SHA"
            echo "head_sha=$HEAD_SHA"
            echo "pr_author=$PR_AUTHOR"
-            echo "title<<$TITLE_EOF"
+            echo 'title<<PR_TITLE_EOF'
            printf '%s\n' "$PR_TITLE"
-            echo "$TITLE_EOF"
-            echo "body<<$BODY_EOF"
+            echo 'PR_TITLE_EOF'
+            echo 'body<<PR_BODY_EOF'
            printf '%s\n' "$PR_BODY"
-            echo "$BODY_EOF"
+            echo 'PR_BODY_EOF'
          } >> "$GITHUB_OUTPUT"

      - name: Checkout repository
@@ -142,17 +138,9 @@ jobs:
        with:
          ref: refs/pull/${{ steps.pr.outputs.pr_number }}/merge
          fetch-depth: 1
-          # Don't persist github.token in .git/config: the review agent can read
-          # the checkout, and on the fork path that token (issue/PR write) would
-          # otherwise be exfiltratable. All later git ops target the public origin
-          # and need no auth; EE checkout and gh use their own explicit tokens.
-          persist-credentials: false

-      # Never expose the EE private-repo token to untrusted fork code. Skipping
-      # this step leaves steps.ee.outputs.available empty, so the EE checkout and
-      # substitution steps below are skipped too.
      - name: Check EE access
-        if: steps.codex_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true' && steps.pr.outputs.is_fork != 'true'
+        if: steps.codex_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
        id: ee
        env:
          EE_TOKEN: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}
@@ -186,7 +174,7 @@ jobs:

      - name: Install Codex CLI
        if: steps.codex_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
-        run: npm install --global @openai/codex@0.144.1
+        run: npm install --global @openai/codex@0.128.0

      - name: Configure Codex auth
        if: steps.codex_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
@@ -226,12 +214,9 @@ jobs:
          REPO: ${{ github.repository }}
          PR_NUMBER: ${{ steps.pr.outputs.pr_number }}
        run: |
-          # Write outside the checkout: on the fork path the merge tree is
-          # attacker-controlled, and a committed symlink at this path would
-          # redirect the write.
          gh api "repos/$REPO/issues/$PR_NUMBER/comments?per_page=100" \
            --jq '[.[] | {user: .user.login, created_at: .created_at, body: (.body | .[:4000])}] | sort_by(.created_at) | .[-20:]' \
-            > "$RUNNER_TEMP/prior-comments.json" || echo "[]" > "$RUNNER_TEMP/prior-comments.json"
+            > prior-comments.json || echo "[]" > prior-comments.json

      - name: Write Codex review context
        if: steps.codex_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
@@ -245,9 +230,9 @@ jobs:
          PR_AUTHOR: ${{ steps.pr.outputs.pr_author }}
          EXTRA_PROMPT: ${{ inputs.extra_prompt }}
        run: |
+          mkdir -p .github/codex
          node <<'NODE'
          const fs = require('fs');
-          const tmp = process.env.RUNNER_TEMP;
          const lines = [
            `Repository: ${process.env.PR_REPOSITORY}`,
            `PR number: ${process.env.PR_NUMBER}`,
@@ -277,9 +262,9 @@ jobs:
          if (process.env.EXTRA_PROMPT && process.env.EXTRA_PROMPT.trim()) {
            lines.push('', 'Additional reviewer instructions:', process.env.EXTRA_PROMPT.trim());
          }
-          if (fs.existsSync(`${tmp}/prior-comments.json`)) {
+          if (fs.existsSync('prior-comments.json')) {
            try {
-              const comments = JSON.parse(fs.readFileSync(`${tmp}/prior-comments.json`, 'utf8'));
+              const comments = JSON.parse(fs.readFileSync('prior-comments.json', 'utf8'));
              if (Array.isArray(comments) && comments.length > 0) {
                lines.push(
                  '',
@@ -294,39 +279,19 @@ jobs:
              }
            } catch (_) {}
          }
-          fs.writeFileSync(`${tmp}/pr-review-context.md`, `${lines.join('\n')}\n`);
+          fs.writeFileSync('.github/codex/pr-review-context.md', `${lines.join('\n')}\n`);
          NODE

      - name: Run Codex review
        if: steps.codex_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
-        env:
-          PR_IS_FORK: ${{ steps.pr.outputs.is_fork }}
-          PR_BASE_REF: ${{ steps.pr.outputs.base_ref }}
        run: |
-          if [ "$PR_IS_FORK" = "true" ]; then
-            # Fork code is untrusted. Read the review policy/prompt from the base
-            # ref (git show) rather than the attacker-controlled merge checkout,
-            # so a malicious fork can't rewrite the reviewer's own instructions,
-            # and run in a network-disabled sandbox to block secret exfiltration.
-            git show "origin/$PR_BASE_REF:REVIEW.md" > /tmp/codex-prompt.md
-            git show "origin/$PR_BASE_REF:.github/codex/pr-review.prompt.md" >> /tmp/codex-prompt.md
-            SANDBOX_MODE=workspace-write
-          else
-            cat REVIEW.md .github/codex/pr-review.prompt.md > /tmp/codex-prompt.md
-            SANDBOX_MODE=danger-full-access
-          fi
-          # The context file lives in RUNNER_TEMP (outside the attacker-controlled
-          # checkout); tell the agent its absolute path.
-          printf '\nReview context file (absolute path): %s\n' "$RUNNER_TEMP/pr-review-context.md" >> /tmp/codex-prompt.md
-          # Write the final message outside the checkout too: a fork could commit
-          # codex-final-message.md as a symlink and redirect this write to overwrite
-          # e.g. a GitHub Action's index.js, which then runs with our credentials.
+          cat REVIEW.md .github/codex/pr-review.prompt.md > /tmp/codex-prompt.md
          codex exec \
            -C "$GITHUB_WORKSPACE" \
-            -m gpt-5.6-sol \
+            -m gpt-5.5 \
            -c 'model_reasoning_effort="xhigh"' \
-            -s "$SANDBOX_MODE" \
-            -o "$RUNNER_TEMP/codex-final-message.md" \
+            -s danger-full-access \
+            -o codex-final-message.md \
            - < /tmp/codex-prompt.md

      - name: Post Codex review comment
@@ -334,52 +299,20 @@ jobs:
        uses: actions/github-script@v7
        env:
          PR_NUMBER: ${{ steps.pr.outputs.pr_number }}
-          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          CODEX_AUTH_JSON: ${{ secrets.CODEX_AUTH_JSON }}
-          GH_JOB_TOKEN: ${{ github.token }}
        with:
          github-token: ${{ github.token }}
          script: |
            const fs = require('fs');
-            const path = `${process.env.RUNNER_TEMP}/codex-final-message.md`;
+            const path = `${process.env.GITHUB_WORKSPACE}/codex-final-message.md`;
            if (!fs.existsSync(path)) {
              core.info('Codex did not produce a final message; skipping PR comment.');
              return;
            }
-            let body = fs.readFileSync(path, 'utf8').trim();
+            const body = fs.readFileSync(path, 'utf8').trim();
            if (!body) {
              core.info('Codex final message was empty; skipping PR comment.');
              return;
            }
-            // Defense-in-depth for fork reviews: the model call needs the provider
-            // credential in the env, and the posted comment bypasses Actions log
-            // masking. Strip any credential (API key, raw auth JSON, nested
-            // tokens) that leaked into the review text before posting.
-            const secrets = [];
-            const addSecret = (v, min) => {
-              if (typeof v === 'string' && v.length >= min) secrets.push(v);
-            };
-            addSecret(process.env.OPENAI_API_KEY, 8);
-            addSecret(process.env.CODEX_AUTH_JSON, 8);
-            addSecret(process.env.GH_JOB_TOKEN, 8);
-            if (process.env.CODEX_AUTH_JSON) {
-              try {
-                const collect = (o) => {
-                  if (typeof o === 'string') addSecret(o, 20);
-                  else if (Array.isArray(o)) o.forEach(collect);
-                  else if (o && typeof o === 'object') Object.values(o).forEach(collect);
-                };
-                collect(JSON.parse(process.env.CODEX_AUTH_JSON));
-              } catch (_) {}
-            }
-            for (const s of [...new Set(secrets)].sort((a, b) => b.length - a.length)) {
-              body = body.split(s).join('[REDACTED]');
-            }
-            body = body.trim();
-            if (!body) {
-              core.info('Codex final message was empty after redaction; skipping PR comment.');
-              return;
-            }
            await github.rest.issues.createComment({
              owner: context.repo.owner,
              repo: context.repo.repo,
@@ -5,22 +5,21 @@ on:
    types: [created]

 jobs:
-  # /command comments can come from anyone; author_association misses private org
-  # members, so check-access resolves them via the internal app token. Runs once and is
-  # OR'd into each job's guard (public members still pass on author_association alone).
-  check-access:
-    if: github.event.issue.pull_request != null && startsWith(github.event.comment.body, '/')
-    uses: ./.github/workflows/check-write-access.yml
-    with:
-      username: ${{ github.event.comment.user.login }}
-    secrets: inherit
+  check-membership:
+    if: >-
+      github.event.issue.pull_request && (
+        startsWith(github.event.comment.body, '/updatesqlx') ||
+        startsWith(github.event.comment.body, '/demo') ||
+        startsWith(github.event.comment.body, '/eeref') ||
+        startsWith(github.event.comment.body, '/docs')
+      )
+    uses: ./.github/workflows/check-org-membership.yml
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}

  update-sqlx:
-    needs: [check-access]
-    if: >-
-      github.event.issue.pull_request &&
-      (contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) || needs.check-access.outputs.authorized == 'true') &&
-      startsWith(github.event.comment.body, '/updatesqlx')
+    needs: check-membership
+    if: needs.check-membership.outputs.is_member == 'true' && startsWith(github.event.comment.body, '/updatesqlx')
    runs-on: ubicloud-standard-8
    permissions:
      contents: write
@@ -80,7 +79,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - name: Install xmlsec and gssapi build-time deps
        run: |
@@ -148,11 +147,8 @@ jobs:
            })

  demo:
-    needs: [check-access]
-    if: >-
-      github.event.issue.pull_request &&
-      (contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) || needs.check-access.outputs.authorized == 'true') &&
-      startsWith(github.event.comment.body, '/demo')
+    needs: check-membership
+    if: needs.check-membership.outputs.is_member == 'true' && startsWith(github.event.comment.body, '/demo')
    runs-on: ubicloud-standard-2
    permissions:
      contents: read
@@ -231,11 +227,8 @@ jobs:
          fi

  update-ee-ref:
-    needs: [check-access]
-    if: >-
-      github.event.issue.pull_request &&
-      (contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) || needs.check-access.outputs.authorized == 'true') &&
-      startsWith(github.event.comment.body, '/eeref')
+    needs: check-membership
+    if: needs.check-membership.outputs.is_member == 'true' && startsWith(github.event.comment.body, '/eeref')
    runs-on: ubicloud-standard-2
    permissions:
      contents: write
@@ -320,11 +313,8 @@ jobs:
            })

  update-docs:
-    needs: [check-access]
-    if: >-
-      github.event.issue.pull_request &&
-      (contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) || needs.check-access.outputs.authorized == 'true') &&
-      startsWith(github.event.comment.body, '/docs')
+    needs: check-membership
+    if: needs.check-membership.outputs.is_member == 'true' && startsWith(github.event.comment.body, '/docs')
    runs-on: ubicloud-standard-2
    permissions:
      contents: read
@@ -121,7 +121,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - uses: oven-sh/setup-bun@v2
        with:
@@ -27,7 +27,7 @@ jobs:
          go build
      - name: Pushes to another repository
        id: push_directory
-        uses: cpina/github-action-push-to-another-repository@55306faa4ed53b815ae49e564af8cfb359d32ae2 # v1.7.3
+        uses: cpina/github-action-push-to-another-repository@devel
        env:
          API_TOKEN_GITHUB: ${{ secrets.DENO_PAT }}
        with:
@@ -30,19 +30,27 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  check-membership:
+    if: github.event_name == 'pull_request'
+    uses: ./.github/workflows/check-org-membership.yml
+    with:
+      commenter: ${{ github.event.pull_request.user.login }}
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}
+
  pi-review:
+    needs: check-membership
    runs-on: ubicloud-standard-2
    timeout-minutes: 30
-    # A non-fork PR (head.repo.fork == false) can only be opened by someone with push
-    # access to this repo, so fork==false already enforces write access. Do NOT re-add
-    # an author_association gate: the pull_request webhook payload reports private org
-    # members as CONTRIBUTOR/NONE (only public members show as MEMBER), which silently
-    # skips auto-review for every private member.
    if: |
-      github.event_name == 'workflow_call' ||
+      always() &&
      (
-        github.event.pull_request.draft == false &&
-        github.event.pull_request.head.repo.fork == false
+        needs.check-membership.result == 'skipped' ||
+        (needs.check-membership.result == 'success' && needs.check-membership.outputs.is_member == 'true')
+      ) &&
+      (
+        github.event_name == 'workflow_call' ||
+        (github.event.pull_request.draft == false && github.event.pull_request.head.repo.fork == false)
      )
    permissions:
      contents: read
@@ -97,36 +105,24 @@ jobs:
            IS_FORK="$EVENT_FORK"
            PR_AUTHOR="$EVENT_AUTHOR"
          fi
-          # Fork PRs run untrusted code with secrets present, so the automatic
-          # pull_request trigger never reviews them. A non-empty INPUT_PR_NUMBER
-          # means we arrived via workflow_call (a maintainer /pi comment gated by
-          # check-write-access), so allow forks only on that path.
-          if [ "$IS_FORK" = "true" ] && [ -z "$INPUT_PR_NUMBER" ]; then
-            echo "Skipping Pi review for fork PR (automatic trigger)."
+          if [ "$IS_FORK" = "true" ]; then
+            echo "Skipping Pi review for fork PR."
            echo "skip=true" >> "$GITHUB_OUTPUT"
            exit 0
          fi
-          # PR title/body are attacker-controlled free text. Use an unguessable
-          # per-run delimiter so a fork can't embed a fixed heredoc terminator to
-          # inject extra outputs — e.g. is_fork=false (last-write-wins), which
-          # would re-enable the EE checkout and trusted-path settings for forks.
-          RAND=$(head -c 16 /dev/urandom | od -An -tx1 | tr -d ' \n')
-          TITLE_EOF="TITLE_EOF_${RAND}"
-          BODY_EOF="BODY_EOF_${RAND}"
          {
            echo "skip=false"
-            echo "is_fork=$IS_FORK"
            echo "pr_number=$PR_NUMBER"
            echo "base_ref=$BASE_REF"
            echo "base_sha=$BASE_SHA"
            echo "head_sha=$HEAD_SHA"
            echo "pr_author=$PR_AUTHOR"
-            echo "title<<$TITLE_EOF"
+            echo 'title<<PR_TITLE_EOF'
            printf '%s\n' "$PR_TITLE"
-            echo "$TITLE_EOF"
-            echo "body<<$BODY_EOF"
+            echo 'PR_TITLE_EOF'
+            echo 'body<<PR_BODY_EOF'
            printf '%s\n' "$PR_BODY"
-            echo "$BODY_EOF"
+            echo 'PR_BODY_EOF'
          } >> "$GITHUB_OUTPUT"

      - name: Checkout repository
@@ -135,17 +131,9 @@ jobs:
        with:
          ref: refs/pull/${{ steps.pr.outputs.pr_number }}/merge
          fetch-depth: 1
-          # Don't persist github.token in .git/config: the review agent can read
-          # the checkout, and on the fork path that token (issue/PR write) would
-          # otherwise be exfiltratable. All later git ops target the public origin
-          # and need no auth; EE checkout and gh use their own explicit tokens.
-          persist-credentials: false

-      # Never expose the EE private-repo token to untrusted fork code. Skipping
-      # this step leaves steps.ee.outputs.available empty, so the EE checkout and
-      # substitution steps below are skipped too.
      - name: Check EE access
-        if: steps.pi_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true' && steps.pr.outputs.is_fork != 'true'
+        if: steps.pi_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
        id: ee
        env:
          EE_TOKEN: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}
@@ -198,12 +186,9 @@ jobs:
          REPO: ${{ github.repository }}
          PR_NUMBER: ${{ steps.pr.outputs.pr_number }}
        run: |
-          # Write outside the checkout: on the fork path the merge tree is
-          # attacker-controlled, and a committed symlink at this path would
-          # redirect the write.
          gh api "repos/$REPO/issues/$PR_NUMBER/comments?per_page=100" \
            --jq '[.[] | {user: .user.login, created_at: .created_at, body: (.body | .[:4000])}] | sort_by(.created_at) | .[-20:]' \
-            > "$RUNNER_TEMP/prior-comments.json" || echo "[]" > "$RUNNER_TEMP/prior-comments.json"
+            > prior-comments.json || echo "[]" > prior-comments.json

      - name: Write Pi review context
        if: steps.pi_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
@@ -217,9 +202,9 @@ jobs:
          PR_AUTHOR: ${{ steps.pr.outputs.pr_author }}
          EXTRA_PROMPT: ${{ inputs.extra_prompt }}
        run: |
+          mkdir -p .github/pi
          node <<'NODE'
          const fs = require('fs');
-          const tmp = process.env.RUNNER_TEMP;
          const lines = [
            `Repository: ${process.env.PR_REPOSITORY}`,
            `PR number: ${process.env.PR_NUMBER}`,
@@ -249,9 +234,9 @@ jobs:
          if (process.env.EXTRA_PROMPT && process.env.EXTRA_PROMPT.trim()) {
            lines.push('', 'Additional reviewer instructions:', process.env.EXTRA_PROMPT.trim());
          }
-          if (fs.existsSync(`${tmp}/prior-comments.json`)) {
+          if (fs.existsSync('prior-comments.json')) {
            try {
-              const comments = JSON.parse(fs.readFileSync(`${tmp}/prior-comments.json`, 'utf8'));
+              const comments = JSON.parse(fs.readFileSync('prior-comments.json', 'utf8'));
              if (Array.isArray(comments) && comments.length > 0) {
                lines.push(
                  '',
@@ -266,7 +251,7 @@ jobs:
              }
            } catch (_) {}
          }
-          fs.writeFileSync(`${tmp}/pr-review-context.md`, `${lines.join('\n')}\n`);
+          fs.writeFileSync('.github/pi/pr-review-context.md', `${lines.join('\n')}\n`);
          NODE

      - name: Run Pi review
@@ -274,69 +259,16 @@ jobs:
        env:
          DEEPSEEK_API_KEY: ${{ secrets.DEEPSEEK_API_KEY }}
          PI_SKIP_VERSION_CHECK: '1'
-          PR_IS_FORK: ${{ steps.pr.outputs.is_fork }}
-          PR_BASE_REF: ${{ steps.pr.outputs.base_ref }}
-          PR_BASE_SHA: ${{ steps.pr.outputs.base_sha }}
-          PR_HEAD_SHA: ${{ steps.pr.outputs.head_sha }}
        run: |
          set -o pipefail
-          PI_HARDEN_FLAGS=()
-          # Keep generated files (final message, events, context) outside the
-          # checkout: on the fork path a committed symlink at any of these paths
-          # would redirect our write and could overwrite an action's code that
-          # then runs with our credentials. RUNNER_TEMP is outside the checkout.
-          OUT_DIR="$RUNNER_TEMP"
-          CTX="$RUNNER_TEMP/pr-review-context.md"
-          if [ "$PR_IS_FORK" = "true" ]; then
-            # Fork code is untrusted. Read the review policy/prompt from the base
-            # ref (git show) rather than the attacker-controlled merge checkout,
-            # so a malicious fork can't rewrite the reviewer's own instructions,
-            # and drop the bash tool so the agent has no shell to exfiltrate with.
-            git show "origin/$PR_BASE_REF:REVIEW.md" > /tmp/pi-prompt.md
-            git show "origin/$PR_BASE_REF:.github/pi/pr-review.prompt.md" >> /tmp/pi-prompt.md
-            PI_TOOLS=read,grep,find,ls
-
-            # The agent has no shell, so pre-compute the diff (base...head SHAs are
-            # trusted) into the context file it reads. It may still read fork files
-            # by absolute path for extra context — reads are safe.
-            {
-              echo ""
-              echo "## Pre-computed review diff (base...head)"
-              echo "You have no shell. The full diff is below. The repository checkout"
-              echo "is at $GITHUB_WORKSPACE — you may read files there by absolute path."
-              echo '```diff'
-              git -C "$GITHUB_WORKSPACE" diff --unified=0 "$PR_BASE_SHA...$PR_HEAD_SHA"
-              echo '```'
-            } >> "$CTX"
-
-            # Pi resolves ALL project config from <cwd>/.pi (settings/packages,
-            # extensions, skills, themes, prompts, SYSTEM.md); inside the fork
-            # checkout a fork could inject any to run code or rewrite our system
-            # prompt. Discovery is cwd-based, so run from a fresh empty dir.
-            PI_WORKDIR=$(mktemp -d)
-            cd "$PI_WORKDIR"
-
-            # Belt-and-suspenders on top of the isolated cwd: refuse discovery of
-            # extensions/skills/templates/themes/context-files, and PI_OFFLINE=1 to
-            # block any startup network op or package install. PI_OFFLINE gates only
-            # startup network ops, not the provider inference call.
-            PI_HARDEN_FLAGS=(--no-extensions --no-skills --no-prompt-templates --no-themes --no-context-files)
-            export PI_OFFLINE=1
-          else
-            cat REVIEW.md .github/pi/pr-review.prompt.md > /tmp/pi-prompt.md
-            PI_TOOLS=read,grep,find,ls,bash
-          fi
-          # The context file lives in RUNNER_TEMP (outside the checkout); tell the
-          # agent its absolute path.
-          printf '\nReview context file (absolute path): %s\n' "$CTX" >> /tmp/pi-prompt.md
+          cat REVIEW.md .github/pi/pr-review.prompt.md > /tmp/pi-prompt.md
          pi -p \
            --provider deepseek \
            --model deepseek-v4-pro \
-            --tools "$PI_TOOLS" \
-            "${PI_HARDEN_FLAGS[@]}" \
+            --tools read,grep,find,ls,bash \
            --mode json \
            < /tmp/pi-prompt.md \
-            | tee "$OUT_DIR/pi-events.jsonl" \
+            | tee pi-events.jsonl \
            | jq -rc --unbuffered '
                if .type == "agent_start" then "🤖 pi agent started"
                elif .type == "turn_start" then "── turn ──"
@@ -364,43 +296,27 @@ jobs:
            | map(select(.role == "assistant"))
            | last
            | (.content[]? | select(.type == "text") | .text)
-          ' "$OUT_DIR/pi-events.jsonl" > "$OUT_DIR/pi-final-message.md"
+          ' pi-events.jsonl > pi-final-message.md

      - name: Post Pi review comment
        if: steps.pi_config.outputs.enabled == 'true' && steps.pr.outputs.skip != 'true'
        uses: actions/github-script@v7
        env:
          PR_NUMBER: ${{ steps.pr.outputs.pr_number }}
-          DEEPSEEK_API_KEY: ${{ secrets.DEEPSEEK_API_KEY }}
-          GH_JOB_TOKEN: ${{ github.token }}
        with:
          github-token: ${{ github.token }}
          script: |
            const fs = require('fs');
-            const path = `${process.env.RUNNER_TEMP}/pi-final-message.md`;
+            const path = `${process.env.GITHUB_WORKSPACE}/pi-final-message.md`;
            if (!fs.existsSync(path)) {
              core.info('Pi did not produce a final message; skipping PR comment.');
              return;
            }
-            let body = fs.readFileSync(path, 'utf8').trim();
+            const body = fs.readFileSync(path, 'utf8').trim();
            if (!body) {
              core.info('Pi final message was empty; skipping PR comment.');
              return;
            }
-            // Defense-in-depth for fork reviews: the model call needs the provider
-            // credential in the environment (readable via /proc/self/environ), and
-            // the posted comment is an exfiltration channel that bypasses GitHub
-            // Actions log masking. Strip the credential if it leaked into the text.
-            for (const s of [process.env.DEEPSEEK_API_KEY, process.env.GH_JOB_TOKEN]) {
-              if (typeof s === 'string' && s.length >= 8) {
-                body = body.split(s).join('[REDACTED]');
-              }
-            }
-            body = body.trim();
-            if (!body) {
-              core.info('Pi final message was empty after redaction; skipping PR comment.');
-              return;
-            }
            await github.rest.issues.createComment({
              owner: context.repo.owner,
              repo: context.repo.repo,
@@ -30,18 +30,26 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  check-membership:
+    if: github.event_name == 'pull_request'
+    uses: ./.github/workflows/check-org-membership.yml
+    with:
+      commenter: ${{ github.event.pull_request.user.login }}
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}
+
  auto-review:
+    needs: check-membership
    runs-on: ubuntu-latest
-    # A non-fork PR (head.repo.fork == false) can only be opened by someone with push
-    # access to this repo, so fork==false already enforces write access. Do NOT re-add
-    # an author_association gate: the pull_request webhook payload reports private org
-    # members as CONTRIBUTOR/NONE (only public members show as MEMBER), which silently
-    # skips auto-review for every private member.
    if: |
-      github.event_name == 'workflow_call' ||
+      always() &&
      (
-        (github.event.pull_request.draft == false || github.event.pull_request.ready_for_review == true) &&
-        github.event.pull_request.head.repo.fork == false
+        needs.check-membership.result == 'skipped' ||
+        (needs.check-membership.result == 'success' && needs.check-membership.outputs.is_member == 'true')
+      ) &&
+      (
+        github.event_name == 'workflow_call' ||
+        (github.event.pull_request.draft == false || github.event.pull_request.ready_for_review == true)
      )
    permissions:
      contents: read
@@ -42,24 +42,16 @@ jobs:
              ;;
          esac

-  # author_association misses private org members; check-access resolves them via the
-  # internal app token. Both are OR'd so public members still pass instantly.
-  check-access:
-    needs: [parse]
+  check-membership:
+    needs: parse
    if: needs.parse.outputs.command != ''
-    uses: ./.github/workflows/check-write-access.yml
-    with:
-      username: ${{ github.event.comment.user.login }}
-    secrets: inherit
+    uses: ./.github/workflows/check-org-membership.yml
+    secrets:
+      access_token: ${{ secrets.ORG_ACCESS_TOKEN }}

  acknowledge:
-    needs: [parse, check-access]
-    if: |
-      needs.parse.outputs.command != '' &&
-      (
-        contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) ||
-        needs.check-access.outputs.authorized == 'true'
-      )
+    needs: [parse, check-membership]
+    if: needs.parse.outputs.command != '' && needs.check-membership.outputs.is_member == 'true'
    runs-on: ubuntu-latest
    permissions:
      issues: write
@@ -76,12 +68,9 @@ jobs:
            -f content=eyes >/dev/null

  claude:
-    needs: [parse, check-access]
+    needs: [parse, check-membership]
    if: |
-      (
-        contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) ||
-        needs.check-access.outputs.authorized == 'true'
-      ) &&
+      needs.check-membership.outputs.is_member == 'true' &&
      (needs.parse.outputs.command == 'review' || needs.parse.outputs.command == 'claude')
    permissions:
      contents: read
@@ -97,12 +86,9 @@ jobs:
      WINDMILL_EE_PRIVATE_ACCESS: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}

  codex:
-    needs: [parse, check-access]
+    needs: [parse, check-membership]
    if: |
-      (
-        contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) ||
-        needs.check-access.outputs.authorized == 'true'
-      ) &&
+      needs.check-membership.outputs.is_member == 'true' &&
      (needs.parse.outputs.command == 'review' || needs.parse.outputs.command == 'codex')
    permissions:
      contents: read
@@ -119,12 +105,9 @@ jobs:
      WINDMILL_EE_PRIVATE_ACCESS: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}

  pi:
-    needs: [parse, check-access]
+    needs: [parse, check-membership]
    if: |
-      (
-        contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.comment.author_association) ||
-        needs.check-access.outputs.authorized == 'true'
-      ) &&
+      needs.check-membership.outputs.is_member == 'true' &&
      (needs.parse.outputs.command == 'review' || needs.parse.outputs.command == 'pi')
    permissions:
      contents: read
@@ -35,7 +35,7 @@ jobs:
      - uses: actions-rust-lang/setup-rust-toolchain@v1
        with:
          cache-workspaces: backend
-          toolchain: 1.97.0
+          toolchain: 1.93.0

      - name: Substitute EE code
        shell: bash
@@ -1,52 +0,0 @@
-name: Refresh docs snapshot
-
-# The backend embeds a vendored docs snapshot (backend/windmill-api/docs_snapshot/*.gz)
-# so in-product docs search works with no runtime egress. This job re-fetches it from
-# windmill.dev on a schedule and opens a PR when it changed, keeping the embedded docs
-# fresh independently of the release cadence (the binary embeds whatever is on the
-# source tree at build time, so a merged refresh rides into the next release build).
-on:
-  schedule:
-    - cron: "0 6 * * 1" # Mondays 06:00 UTC
-  workflow_dispatch:
-
-jobs:
-  refresh:
-    runs-on: ubicloud
-    permissions:
-      contents: write
-      pull-requests: write
-    steps:
-      - uses: actions/create-github-app-token@v2
-        id: app
-        with:
-          app-id: ${{ vars.INTERNAL_APP_ID }}
-          private-key: ${{ secrets.INTERNAL_APP_KEY }}
-      - uses: actions/checkout@v4
-        with:
-          token: ${{ steps.app.outputs.token }}
-      - name: Fetch + re-gzip docs snapshot
-        run: cd backend/windmill-api/docs_snapshot && ./fetch.sh
-      - name: Sanity-check the fetched corpus
-        # curl -f in fetch.sh rejects HTTP errors, but not a valid-but-garbage 200
-        # (truncated file, error page). Guard against embedding a broken snapshot.
-        run: |
-          cd backend/windmill-api/docs_snapshot
-          test "$(wc -c < llms-full.txt.gz)" -gt 100000
-          test "$(wc -c < llms.txt.gz)" -gt 1000
-          pages=$(gzip -dc llms-full.txt.gz | grep -c '^Source:' || true)
-          echo "pages in snapshot: $pages"
-          test "${pages:-0}" -ge 200
-      - uses: peter-evans/create-pull-request@v6
-        with:
-          token: ${{ steps.app.outputs.token }}
-          branch: chore/refresh-docs-snapshot
-          add-paths: backend/windmill-api/docs_snapshot/*.gz
-          commit-message: "chore: refresh vendored docs snapshot"
-          title: "chore: refresh vendored docs snapshot"
-          body: |
-            Automated refresh of the embedded docs snapshot
-            (`backend/windmill-api/docs_snapshot/*.gz`) from windmill.dev.
-
-            Review the diff for unexpected churn (a bad upstream docs deploy would
-            show up as a large drop in pages or content) before merging.
@@ -16,7 +16,7 @@ Open-source platform for internal tools, workflows, API integrations, background
 - **Backend patterns**: use the `rust-backend` skill when writing Rust code
 - **Frontend patterns**: use the `svelte-frontend` skill when writing Svelte code. Do NOT edit svelte files unless you have read that skill.
 - **Frontend UUIDs**: do not call `crypto.randomUUID()` in frontend code. Import `randomUUID` from `$lib/utils/uuid` instead.
- **Code review**: review the current PR or branch against the shared review policy in `REVIEW.md` (severity triage, public-surface checklist, AGENTS.md compliance, test-coverage assessment). The skill at `.agents/skills/local-review/SKILL.md` orchestrates it. All three CLIs auto-discover the same SKILL — Claude reads `.claude/skills/` (symlinked to the canonical `.agents/skills/` file), Codex and Pi read `.agents/skills/` directly. Invoke with `/local-review` in Claude Code, `$local-review` (or `/skills` selector) in Codex, or `pi --skill local-review` / `/skill:local-review` in Pi. For a Codex-driven pass that mirrors the `codex-pr-review` GitHub action against your unpushed work (committed + uncommitted) before you push, use `/local-review-codex` (`.agents/skills/local-review-codex/`) — same `REVIEW.md` policy, `gpt-5.6-sol`, `xhigh` reasoning; requires the `codex` CLI >= 0.144.1.
+- **Code review**: review the current PR or branch against the shared review policy in `REVIEW.md` (severity triage, public-surface checklist, AGENTS.md compliance, test-coverage assessment). The skill at `.agents/skills/local-review/SKILL.md` orchestrates it. All three CLIs auto-discover the same SKILL — Claude reads `.claude/skills/` (symlinked to the canonical `.agents/skills/` file), Codex and Pi read `.agents/skills/` directly. Invoke with `/local-review` in Claude Code, `$local-review` (or `/skills` selector) in Codex, or `pi --skill local-review` / `/skill:local-review` in Pi.
 - **Domain guides**: `.claude/skills/native-trigger/` and `frontend/tutorial-system-guide.mdc`
 - **Brand/UI guidelines**: `frontend/brand-guidelines.md`
 - **CLI commands**: when adding/modifying/removing a command, subcommand, option, or description in `cli/src/commands/`, run `python system_prompts/generate.py` to refresh `system_prompts/auto-generated/` and `cli/src/guidance/skills.gen.ts`. The CLI docs the agents use to operate `wmill` are derived from the source — stale generated files give agents the wrong flags.
@@ -24,8 +24,6 @@ Open-source platform for internal tools, workflows, API integrations, background
 ## Dev Environment

 - **Backend**: `cargo run` from `backend/` (API at http://localhost:8000)
- **DuckDB local jobs**: before running DuckDB scripts locally, build the FFI shared library with `cd backend/windmill-duckdb-ffi-internal && ./build_dev.sh`. Re-run it after clean builds or when `backend/target/debug/libwindmill_duckdb_ffi_internal.*` is missing. The bundled DuckDB compile (~2min) is cached in a per-user dir shared across worktrees, so a fresh worktree reuses it and the build is near-instant.
- **Data pipelines (DuckLake) from source**: a plain `cargo run` (even `--features quickjs`) advertises a `duckdb` worker tag but **cannot** execute DuckDB scripts and has **no** working S3 proxy (DuckLake writes 404). Build CE DuckLake with `cargo run --features quickjs,duckdb,parquet,private` (add `,python` for Python scripts, `,enterprise,license` for EE) **and** build the FFI (bullet above). See `backend/CLAUDE.md` → "Running data pipelines (DuckLake) from source" for the exact feature sets and the two feature-gate gotchas.
 - **Frontend**: `REMOTE=http://localhost:8000 npm run dev` from `frontend/` (port 3000+)
 - **DB**: `psql postgres://postgres:changeme@localhost:5432/windmill`
 - **Login**: `admin@windmill.dev` / `changeme`
@@ -111,6 +109,5 @@ $NAV --root backend callees "X"                           # what does X call?
 - Search for existing code to reuse before writing new code
 - Follow established patterns in the codebase
 - Keep changes focused — don't refactor beyond what's asked
- **Ship only the tests the PR needs.** A committed test must pin behavior a future change could plausibly break, and be the smallest setup that exercises the new logic. While developing, write as many exhaustive tests and do as much manual testing as you need to convince yourself the change works — then remove that scaffolding before marking the PR ready, keeping only the essential regression guard(s). A test that merely re-exercises pre-existing behavior, or needs elaborate fixtures to assert something trivial, is scaffolding: delete it. If nothing meaningful is left to guard, ship no test rather than a ceremonial one.
- **Comments record constraints, not narration.** Write a comment only for what the code can't show: why a non-obvious approach is required, what breaks if it's "simplified" away. State each invariant once, at the place where someone would break it, in ≤4 lines. Don't describe what the next line does, don't repeat the same rationale at multiple sites, and don't address the PR reviewer (justifying a change belongs in the PR description, not the code). Reference nothing ephemeral — no numbered steps from your dev flow, no "the poller / the test does X" scaffolding, no transient state that won't exist for the next reader; keep only the essential, durable rationale. Describe the code as it is, never its drafting history: "we no longer do X", "unchanged behavior", "instead of the previous approach" are meaningless to a reader who never saw the earlier iteration — before finishing, reread your comments as if the current state is the only state that ever existed.
+- **Comments record constraints, not narration.** Write a comment only for what the code can't show: why a non-obvious approach is required, what breaks if it's "simplified" away. State each invariant once, at the place where someone would break it, in ≤4 lines. Don't describe what the next line does, don't repeat the same rationale at multiple sites, and don't address the PR reviewer (justifying a change belongs in the PR description, not the code). Describe the code as it is, never its drafting history: "we no longer do X", "unchanged behavior", "instead of the previous approach" are meaningless to a reader who never saw the earlier iteration — before finishing, reread your comments as if the current state is the only state that ever existed.
 - **Never attribute work to a specific customer, account, or "requested by a customer" in repo-tracked content** (PR descriptions, commit messages, code comments, docs). Describe changes by their technical motivation instead.
@@ -1,530 +1,5 @@
 # Changelog

-## [1.760.1](https://github.com/windmill-labs/windmill/compare/v1.760.0...v1.760.1) (2026-07-15)
-
-
-### Bug Fixes
-
-* **apps:** honor presigned S3 signature on app display/preview routes ([#10141](https://github.com/windmill-labs/windmill/issues/10141)) ([8c725d9](https://github.com/windmill-labs/windmill/commit/8c725d9e44e38bf3b35f41b847cdf8745e07942e))
-
-## [1.760.0](https://github.com/windmill-labs/windmill/compare/v1.759.0...v1.760.0) (2026-07-15)
-
-
-### Features
-
-* **nsjail:** make python/ansible rlimit_as configurable per worker (GIT-921) ([#10138](https://github.com/windmill-labs/windmill/issues/10138)) ([1787201](https://github.com/windmill-labs/windmill/commit/17872018cc037e699b1f6e1589d0ad05e0883cca))
-
-
-### Bug Fixes
-
-* **ai:** disable redirects on worker AI provider client (GHSA-5q4v) ([#10122](https://github.com/windmill-labs/windmill/issues/10122)) ([27ead8d](https://github.com/windmill-labs/windmill/commit/27ead8d0848cceacaf0c49fed0e8896472b851e3))
-* **ai:** stop sending the AI agent system prompt twice for OpenAI ([#10126](https://github.com/windmill-labs/windmill/issues/10126)) ([8bfe5c9](https://github.com/windmill-labs/windmill/commit/8bfe5c93404ba3f137394f16d0571a06d891dc3b))
-* **apps:** invalidate cached app policy on change or deletion (GHSA-r5v4-cxh9-7qhq) ([#10121](https://github.com/windmill-labs/windmill/issues/10121)) ([f7eb5c4](https://github.com/windmill-labs/windmill/commit/f7eb5c460d78792c24297e20cb062638522a4f68))
-* **bash:** normalize CRLF line endings before running scripts ([#10131](https://github.com/windmill-labs/windmill/issues/10131)) ([6407d9f](https://github.com/windmill-labs/windmill/commit/6407d9ff5ce51e71ff8b8fc503d89a2bdc2e1761))
-* **cli-image:** patch fixable CRITICAL CVEs in windmill-cli image (GIT-922) ([#10135](https://github.com/windmill-labs/windmill/issues/10135)) ([5626768](https://github.com/windmill-labs/windmill/commit/56267684718944ef4d4ecd3b610bad81132e1990))
-* **frontend:** graceful small-screen timeframe picker on the runs page ([#10073](https://github.com/windmill-labs/windmill/issues/10073)) ([af177ce](https://github.com/windmill-labs/windmill/commit/af177cefe07e6037e33cc90757088a98fb63a49f))
-* **frontend:** keep session-exit URL clean by syncing new_draft strip with the router ([#10101](https://github.com/windmill-labs/windmill/issues/10101)) ([9705d60](https://github.com/windmill-labs/windmill/commit/9705d602848966f850613233d6e23b73a753c259))
-* **frontend:** only carry custom-tag overrides on 'Run again' ([#10137](https://github.com/windmill-labs/windmill/issues/10137)) ([bd3adc9](https://github.com/windmill-labs/windmill/commit/bd3adc9781d8e77928c9feb03d0e05b63a1aaf7c))
-* **frontend:** treat a displaced draft save as superseded, not failed ([#10094](https://github.com/windmill-labs/windmill/issues/10094)) ([2fe999f](https://github.com/windmill-labs/windmill/commit/2fe999f66cd15acd81850f970ada31e9892abff2))
-* reject git URL fragment/query SSRF bypass (GHSA-p5cj-8cfh-mjv6) ([#10120](https://github.com/windmill-labs/windmill/issues/10120)) ([73c8d7f](https://github.com/windmill-labs/windmill/commit/73c8d7f08ad55cd2323d1bb9438f00a8ac30e046))
-* **security:** enforce variables:write scope on resource-delete var cascade (GHSA-xmr2-98m6-cjf7) ([#10123](https://github.com/windmill-labs/windmill/issues/10123)) ([188647a](https://github.com/windmill-labs/windmill/commit/188647a942a0cb496d63c71bf3e0f7a3136ec217))
-
-## [1.759.0](https://github.com/windmill-labs/windmill/compare/v1.758.0...v1.759.0) (2026-07-15)
-
-
-### Features
-
-* **nativets:** add Web Crypto support via deno_crypto ([#10109](https://github.com/windmill-labs/windmill/issues/10109)) ([ba23254](https://github.com/windmill-labs/windmill/commit/ba232544e7608731560defc0ed103c3e746e46ea))
-* **nativets:** expose the standard web-platform globals deno_web provides ([#10112](https://github.com/windmill-labs/windmill/issues/10112)) ([6d1e12d](https://github.com/windmill-labs/windmill/commit/6d1e12d5e95a6e3fb74c142e33a141b5ce0856a9))
-
-
-### Bug Fixes
-
-* **jseval:** raise QuickJS eval memory cap to 128MB with clear OOM error ([#10116](https://github.com/windmill-labs/windmill/issues/10116)) ([95d9ff0](https://github.com/windmill-labs/windmill/commit/95d9ff02ee8a92162c06857bac7102c92c708c51))
-* **mcp:** advertise flow input variables in MCP tools ([#10117](https://github.com/windmill-labs/windmill/issues/10117)) ([a6191e2](https://github.com/windmill-labs/windmill/commit/a6191e2a855e03d0b03847067787a9de26e9d54a))
-* **mcp:** let MCP tokens call preview run tools (jobs:run scope) — Fixes GIT-920 ([#10107](https://github.com/windmill-labs/windmill/issues/10107)) ([4917f79](https://github.com/windmill-labs/windmill/commit/4917f79935acd4ecf9fb5a21d3131dec9ae9da44))
-* **nativets:** apply parameter defaults for missing args instead of null ([#10111](https://github.com/windmill-labs/windmill/issues/10111)) ([ba7f9c0](https://github.com/windmill-labs/windmill/commit/ba7f9c065f78641487c2765370be98227dcf1c6a))
-* **self-host:** resolve caddy-l4 "unrecognized global option: layer4" error ([#10106](https://github.com/windmill-labs/windmill/issues/10106)) ([770ac2b](https://github.com/windmill-labs/windmill/commit/770ac2be9ed3ff8f647aa3948e1f42d62c97865b))
-* **tree-view:** align file indentation with sibling folders ([#10115](https://github.com/windmill-labs/windmill/issues/10115)) ([88030d0](https://github.com/windmill-labs/windmill/commit/88030d0f557a834f2dae80e2a31033261d8b1d1d))
-
-
-### Performance Improvements
-
-* **rls:** wrap session GUC reads in RLS policies for per-statement InitPlan (GIT-919) ([#10110](https://github.com/windmill-labs/windmill/issues/10110)) ([e9fd4e7](https://github.com/windmill-labs/windmill/commit/e9fd4e7554f624a7e6c3923b9c6b604bee9ebd1f))
-
-## [1.758.0](https://github.com/windmill-labs/windmill/compare/v1.757.0...v1.758.0) (2026-07-14)
-
-
-### Features
-
-* **ai-agent:** give tools a real description instead of the tool name ([#10083](https://github.com/windmill-labs/windmill/issues/10083)) ([7ebfad3](https://github.com/windmill-labs/windmill/commit/7ebfad382a2649a325444fcb745aca415871fe77))
-* **ai-chat:** port flow-group and sticky-note instructions to global chat ([#10090](https://github.com/windmill-labs/windmill/issues/10090)) ([32f32d9](https://github.com/windmill-labs/windmill/commit/32f32d9a29bb214d6aae58c501b8892ceb1c6453))
-* **cli:** add --tag override to script and flow run/preview ([#10079](https://github.com/windmill-labs/windmill/issues/10079)) ([98e6cca](https://github.com/windmill-labs/windmill/commit/98e6cca75d4dbc7417c7dd64289e0e8e56b84b0e))
-* **sessions:** support many pending sessions persisted in IndexedDB ([#10076](https://github.com/windmill-labs/windmill/issues/10076)) ([bfcec7e](https://github.com/windmill-labs/windmill/commit/bfcec7e8ac71e86ab16d7db789556b5fc7cfd3c7))
-
-
-### Bug Fixes
-
-* **ai-chat:** size AI-created flow notes to fit their text ([#10091](https://github.com/windmill-labs/windmill/issues/10091)) ([af3e3fe](https://github.com/windmill-labs/windmill/commit/af3e3fe6674de21a03b5c157a649452320c1ed0e))
-* **apps:** allow setting sandbox isolation and public access before first deploy ([#10085](https://github.com/windmill-labs/windmill/issues/10085)) ([cfc3f29](https://github.com/windmill-labs/windmill/commit/cfc3f292ad2fdc6067c558e42ef0754eca9469a9))
-* **apps:** load themes when selecting the Resources → Theme tab ([#10086](https://github.com/windmill-labs/windmill/issues/10086)) ([f2869d8](https://github.com/windmill-labs/windmill/commit/f2869d8c1a6f84837168d59724a496b39080bcce))
-* **frontend:** stop spurious raw-app reload that 404s on "Start without AI" ([#10099](https://github.com/windmill-labs/windmill/issues/10099)) ([2c702ef](https://github.com/windmill-labs/windmill/commit/2c702efec026bebdd9c1b8cdca4808e394b2fd09))
-* **mcp:** align script auto_kind filter with scripts list API ([#10098](https://github.com/windmill-labs/windmill/issues/10098)) ([4edffeb](https://github.com/windmill-labs/windmill/commit/4edffeb84b5d691884dc3c274dfd8aa4e9441295))
-* **sessions:** pending-draft debounce follow-ups (delete-cancel, keystroke de-transient, teardown count) ([#10087](https://github.com/windmill-labs/windmill/issues/10087)) ([f3cd5d9](https://github.com/windmill-labs/windmill/commit/f3cd5d9f7f370ba0aa27c452e8434454a10e07fe))
-* **sessions:** reopen script test panel when preview goes full screen ([#10082](https://github.com/windmill-labs/windmill/issues/10082)) ([eff9076](https://github.com/windmill-labs/windmill/commit/eff9076e9127eaa9b6a47897d5664932c720990b))
-
-
-### Performance Improvements
-
-* **runs:** index-bound batch re-run selection with a lossless completed_at bound (WIN-2168) ([#10074](https://github.com/windmill-labs/windmill/issues/10074)) ([15391f6](https://github.com/windmill-labs/windmill/commit/15391f6399eef5b85dac116b3ae04e71f70263a1))
-
-## [1.757.0](https://github.com/windmill-labs/windmill/compare/v1.756.1...v1.757.0) (2026-07-14)
-
-
-### Features
-
-* **saml:** add ALLOW_PRIVATE_SAML_METADATA_URLS SSRF bypass ([#10077](https://github.com/windmill-labs/windmill/issues/10077)) ([851e309](https://github.com/windmill-labs/windmill/commit/851e30914e3172dad2a3ccaa6951a3ffe1e67495))
-
-
-### Bug Fixes
-
-* **ai-agent:** don't mark repeated tool calls as failed in flow graph ([#10075](https://github.com/windmill-labs/windmill/issues/10075)) ([207ce86](https://github.com/windmill-labs/windmill/commit/207ce8649cf7026c62eea2b1b2f462c7df8c4e5a))
-
-## [1.756.1](https://github.com/windmill-labs/windmill/compare/v1.756.0...v1.756.1) (2026-07-14)
-
-
-### Bug Fixes
-
-* **apps:** cover script/flow component outputs in deployed-app S3 provenance gate ([#10070](https://github.com/windmill-labs/windmill/issues/10070)) ([710a13a](https://github.com/windmill-labs/windmill/commit/710a13a59d511614839f70e445db736e436550d7))
-
-## [1.756.0](https://github.com/windmill-labs/windmill/compare/v1.755.0...v1.756.0) (2026-07-12)
-
-
-### Features
-
-* **triggers:** serve binary HTTP-route responses via base64 transfer encoding ([#10058](https://github.com/windmill-labs/windmill/issues/10058)) ([29f4cd4](https://github.com/windmill-labs/windmill/commit/29f4cd4b6f58a29b83b84a7a9b8a439d20ade00e)), closes [#5986](https://github.com/windmill-labs/windmill/issues/5986)
-
-
-### Bug Fixes
-
-* replicate all secrets on fork when external backend is configured ([#10060](https://github.com/windmill-labs/windmill/issues/10060)) ([92b7f37](https://github.com/windmill-labs/windmill/commit/92b7f375a90de2f78565ca06a13c79ff04eda44d))
-* **sessions:** sync AI-session preview with workspace edits + stop phantom autosave (WIN-2160) ([#10061](https://github.com/windmill-labs/windmill/issues/10061)) ([5cde2d5](https://github.com/windmill-labs/windmill/commit/5cde2d5b6746be9f2d0be3a98ecdaf08777a6395))
-
-## [1.755.0](https://github.com/windmill-labs/windmill/compare/v1.754.0...v1.755.0) (2026-07-11)
-
-
-### Features
-
-* add per-workspace job-retention override ([#10050](https://github.com/windmill-labs/windmill/issues/10050)) ([ff774c4](https://github.com/windmill-labs/windmill/commit/ff774c46bff4bff1c532e512b163225aa7c41c11))
-* **apps:** authorize deployed-app S3 reads on-behalf of the author for logged-in viewers ([#10048](https://github.com/windmill-labs/windmill/issues/10048)) ([1e192f2](https://github.com/windmill-labs/windmill/commit/1e192f2d864b8a4671e900726972737406bc388a))
-* **mcp:** add multi-workspace MCP tokens via the gateway endpoint ([#10043](https://github.com/windmill-labs/windmill/issues/10043)) ([8343203](https://github.com/windmill-labs/windmill/commit/8343203ec2cea28a2ffd5b4ac636497e861fa3ce))
-
-
-### Bug Fixes
-
-* clearer errors on auto-draft save failure (WIN-2157) ([#10053](https://github.com/windmill-labs/windmill/issues/10053)) ([04eb7dd](https://github.com/windmill-labs/windmill/commit/04eb7ddd3906c28bec1711e276473a87c7b9500f))
-* **docker:** pin ansible tool interpreter to a persistent path ([#10054](https://github.com/windmill-labs/windmill/issues/10054)) ([6f49a1f](https://github.com/windmill-labs/windmill/commit/6f49a1f6a904442fcae9bb703f095b0a3ef61268))
-* enforce read authorization when signing S3 objects ([#10049](https://github.com/windmill-labs/windmill/issues/10049)) ([5844c32](https://github.com/windmill-labs/windmill/commit/5844c32ac5d08081b3de7f3d11b8b98eb1e1ad9a))
-* **frontend:** don't re-seed empty editor on stale ?new_draft after draft exists ([#10044](https://github.com/windmill-labs/windmill/issues/10044)) ([e668193](https://github.com/windmill-labs/windmill/commit/e668193a93b4a7df50459b31f2dc5f9a9b23d0fe))
-* **frontend:** keep draft autosave alive after AI-session round-trip ([#10052](https://github.com/windmill-labs/windmill/issues/10052)) ([7d02d9a](https://github.com/windmill-labs/windmill/commit/7d02d9a1e47760f287a71f6e09cd6fe45efb5635))
-* **frontend:** mint draft path for new SDK builder items so autosave attaches ([#10056](https://github.com/windmill-labs/windmill/issues/10056)) ([a89b896](https://github.com/windmill-labs/windmill/commit/a89b896ce5638f42f334055f9ffe6971b047aa84))
-* **frontend:** show nested restart button for subflows nested in containers ([#10042](https://github.com/windmill-labs/windmill/issues/10042)) ([3b07817](https://github.com/windmill-labs/windmill/commit/3b0781761b70667c5961bcb15d41c907716fa9e7))
-* **frontend:** show optimistic user message and fork-creation label before beforeSend ([#10037](https://github.com/windmill-labs/windmill/issues/10037)) ([1c88242](https://github.com/windmill-labs/windmill/commit/1c88242849a02b927f59e0a67c4b4707371b784f))
-* keep agent-worker server job-completed processor alive & self-healing ([#10033](https://github.com/windmill-labs/windmill/issues/10033)) ([ab38e14](https://github.com/windmill-labs/windmill/commit/ab38e1418e67be8bcc37391bb21d2f86d1ca3fc6))
-
-## [1.754.0](https://github.com/windmill-labs/windmill/compare/v1.753.0...v1.754.0) (2026-07-10)
-
-
-### Features
-
-* add multi-select mode to copilot askUserQuestion ([#10016](https://github.com/windmill-labs/windmill/issues/10016)) ([7569798](https://github.com/windmill-labs/windmill/commit/756979852c3245d06c5c73eb60e9a09fd59635c5))
-
-
-### Bug Fixes
-
-* accept bunnative language in AI chat flow step validation ([#10030](https://github.com/windmill-labs/windmill/issues/10030)) ([5a460db](https://github.com/windmill-labs/windmill/commit/5a460dbec6e2b81e01aa2c36cb504dde4ff6b24a))
-* **backend:** propagate script timeout when restarting perpetual scripts ([#10029](https://github.com/windmill-labs/windmill/issues/10029)) ([6c521e9](https://github.com/windmill-labs/windmill/commit/6c521e9d87724e43ebe3b7fce8b30a3671ef3d89))
-* **frontend:** name the draft in AI chat test-run confirmation ([#10024](https://github.com/windmill-labs/windmill/issues/10024)) ([9036ac7](https://github.com/windmill-labs/windmill/commit/9036ac789f358103b8d639a6b94708c452f52f90))
-* **frontend:** open new script/flow/app in AI session (not-found + friendly tab) ([#10028](https://github.com/windmill-labs/windmill/issues/10028)) ([0353569](https://github.com/windmill-labs/windmill/commit/03535691d607d8a9d1c1fa1c9c284fa3b6051d40))
-* **frontend:** persist forked "Copy of X" script drafts ([#10021](https://github.com/windmill-labs/windmill/issues/10021)) ([c537d45](https://github.com/windmill-labs/windmill/commit/c537d45e4982f30a44026d6644d5340e56f16ef9))
-* **frontend:** persist per-session preview panel resize width ([#10031](https://github.com/windmill-labs/windmill/issues/10031)) ([5387076](https://github.com/windmill-labs/windmill/commit/5387076c1c6fb35a99843aadd2055d3ac381d6cf))
-* **frontend:** scope raw-app, flow and script editors to the session workspace ([#10015](https://github.com/windmill-labs/windmill/issues/10015)) ([c000bbc](https://github.com/windmill-labs/windmill/commit/c000bbca283f5d61cff8a39458764b2b2dd2b58f))
-* resolve fork family/picker for superadmin visiting a non-member workspace ([#10023](https://github.com/windmill-labs/windmill/issues/10023)) ([368fd2d](https://github.com/windmill-labs/windmill/commit/368fd2d9e4b3ffb66e64934d9a622eea291cde5a))
-* scope AI-session flow/script editors to the session workspace ([#10025](https://github.com/windmill-labs/windmill/issues/10025)) ([c5060a1](https://github.com/windmill-labs/windmill/commit/c5060a1e9af5a704e90f92d325abf29626ecd28a))
-* **security:** drop --allow-run from Deno sandbox (GHSA-gj6h-vw66-mr8f) ([#10039](https://github.com/windmill-labs/windmill/issues/10039)) ([c029d6d](https://github.com/windmill-labs/windmill/commit/c029d6dcde44a3d16dee23a80afad920a0535b73))
-* **security:** remove git from Deno sandbox allow-run (GHSA-gj6h-vw66-mr8f) ([#10038](https://github.com/windmill-labs/windmill/issues/10038)) ([689b20a](https://github.com/windmill-labs/windmill/commit/689b20a4704a3dda8d9437b4793c0d16eb1f780f))
-* session preview tab labels, splitter hover, and diff-drawer sizing ([#10008](https://github.com/windmill-labs/windmill/issues/10008)) ([c139eed](https://github.com/windmill-labs/windmill/commit/c139eed631548113b843b466f5505bf6a01f17d3))
-* **sessions:** open test pane when enabling debug so the debug UI is visible ([#9998](https://github.com/windmill-labs/windmill/issues/9998)) ([d7a9b46](https://github.com/windmill-labs/windmill/commit/d7a9b46ab95108c7669b47b7c4be6d8c7964a9e6))
-* sync theme into session page preview iframes on toggle ([#10018](https://github.com/windmill-labs/windmill/issues/10018)) ([3704d00](https://github.com/windmill-labs/windmill/commit/3704d00956dea3b8e562a894d5330e052a753cb3))
-
-
-### Performance Improvements
-
-* index v2_job(parent_job) to speed up run child-job listing ([#10034](https://github.com/windmill-labs/windmill/issues/10034)) ([9feda57](https://github.com/windmill-labs/windmill/commit/9feda57c15bddc7ef481579b73636b88c2a143c5))
-* skip redundant retry-chain job query for successful top-level scripts ([#10035](https://github.com/windmill-labs/windmill/issues/10035)) ([15f9e9b](https://github.com/windmill-labs/windmill/commit/15f9e9b48fc326aa3d776191aabaed22f4c41e74))
-
-## [1.753.0](https://github.com/windmill-labs/windmill/compare/v1.752.0...v1.753.0) (2026-07-08)
-
-
-### Features
-
-* AI chat background jobs tray with detach, approval and preview ([#9982](https://github.com/windmill-labs/windmill/issues/9982)) ([286da00](https://github.com/windmill-labs/windmill/commit/286da005ef2faad1d193640f74f8e96999358707))
-* condensed top bar for session preview editors ([#10011](https://github.com/windmill-labs/windmill/issues/10011)) ([b847ca2](https://github.com/windmill-labs/windmill/commit/b847ca2bc7f06f494aa802d4350d6f032ba2bb58))
-* **db-health:** add connection sizing guidance ([#10014](https://github.com/windmill-labs/windmill/issues/10014)) ([f28ea9c](https://github.com/windmill-labs/windmill/commit/f28ea9cb991bbda32ed1b7a37a5f1b3552a589a8))
-* **sessions:** scoped preview refresh + multi-target live editors + pipeline preview ([#10006](https://github.com/windmill-labs/windmill/issues/10006)) ([32c398f](https://github.com/windmill-labs/windmill/commit/32c398f27de8cd5b1478ef60d247c13705b6b50f))
-* shared tab system, universal markdown code blocks, subtle scrollbars ([#10003](https://github.com/windmill-labs/windmill/issues/10003)) ([a00ee51](https://github.com/windmill-labs/windmill/commit/a00ee5196b2c013e9672ab029f5477079ac5da21))
-
-
-### Bug Fixes
-
-* bump bundled Go CLIs to patched versions to clear image CVEs ([#9996](https://github.com/windmill-labs/windmill/issues/9996)) ([d467161](https://github.com/windmill-labs/windmill/commit/d467161117444d7d9b18def627e90d9622512e02))
-* name the offending item when a fork fails on a NUL escape ([#10013](https://github.com/windmill-labs/windmill/issues/10013)) ([99d0047](https://github.com/windmill-labs/windmill/commit/99d00475156def6faad255c4e728923253f9169f))
-* preserve worker group tag override on 'Run again' ([#10004](https://github.com/windmill-labs/windmill/issues/10004)) ([c4cb2f3](https://github.com/windmill-labs/windmill/commit/c4cb2f373b6361f0f3ce6b1c8e32a4c010207760))
-* replicate external secret backend secrets when forking a workspace ([#10007](https://github.com/windmill-labs/windmill/issues/10007)) ([f65fe7b](https://github.com/windmill-labs/windmill/commit/f65fe7bf585d353f7d88746e947d68e2f351e516))
-* session preview editors and picker dropdown overflow ([#10010](https://github.com/windmill-labs/windmill/issues/10010)) ([fb12b23](https://github.com/windmill-labs/windmill/commit/fb12b23e0169ba2cdcf454a27dcf814a2caf26b3))
-
-## [1.752.0](https://github.com/windmill-labs/windmill/compare/v1.751.0...v1.752.0) (2026-07-07)
-
-
-### Features
-
-* add fork_parent_workspace claim to OIDC tokens for fork workspaces ([#9987](https://github.com/windmill-labs/windmill/issues/9987)) ([7efeae2](https://github.com/windmill-labs/windmill/commit/7efeae26d821b10667b6e3edd220468f6ae48936))
-* add SQL migrations for data tables ([#9693](https://github.com/windmill-labs/windmill/issues/9693)) ([e47aeda](https://github.com/windmill-labs/windmill/commit/e47aedac0a4af40dd697d5fc4d54dd3c8efe9ab8))
-* **cli:** clarify fork-branch workspace auto-targeting in output ([#9988](https://github.com/windmill-labs/windmill/issues/9988)) ([88c2d0e](https://github.com/windmill-labs/windmill/commit/88c2d0e8e32c218787c01daed80ef41efc39dd11))
-* open runs/schedules pages from AI chat in session preview tabs ([#9976](https://github.com/windmill-labs/windmill/issues/9976)) ([4bb82ad](https://github.com/windmill-labs/windmill/commit/4bb82ad6cdb62eae7b69b1054714333e54558632))
-* **raw-apps:** runtime-error overlay + AI import-React instruction ([#9966](https://github.com/windmill-labs/windmill/issues/9966)) ([8df613b](https://github.com/windmill-labs/windmill/commit/8df613b4d2f88765f49cc988a894ca323c4ec4f7))
-* **sessions:** v2 unified sidebar with family/fork scoping and preview router ([#9816](https://github.com/windmill-labs/windmill/issues/9816)) ([9503190](https://github.com/windmill-labs/windmill/commit/95031903ebe223dc03b49a6bcd3e4ee67cefc4bb))
-* smooth bursty AI chat streaming with a typewriter reveal ([#9991](https://github.com/windmill-labs/windmill/issues/9991)) ([a6276b5](https://github.com/windmill-labs/windmill/commit/a6276b590082d06480434a8ea002c335ea1cfb59))
-* update base image to debian 13 (trixie) ([#9973](https://github.com/windmill-labs/windmill/issues/9973)) ([c5c1ead](https://github.com/windmill-labs/windmill/commit/c5c1eadeb18e509a98d1e787206c0438417683fc))
-
-
-### Bug Fixes
-
-* **ai-agent:** align agent_actions_success with agent_actions for mcp and websearch ([#9983](https://github.com/windmill-labs/windmill/issues/9983)) ([87f8d46](https://github.com/windmill-labs/windmill/commit/87f8d46aafffd5e88a336192c51e0c95ff2e6f18))
-* **ai:** flow writer builds approval steps as scripts, not identity ([#9985](https://github.com/windmill-labs/windmill/issues/9985)) ([6b01caa](https://github.com/windmill-labs/windmill/commit/6b01caaf26a4f0a08f643db4e22a70e27d0dc554))
-* clear old path asset usage when renaming a script ([#9979](https://github.com/windmill-labs/windmill/issues/9979)) ([927b8d0](https://github.com/windmill-labs/windmill/commit/927b8d064f693384978184992b8f8a1cd708e711))
-* **cli:** auto-derive cascade triggers in --local pipeline graph ([#9978](https://github.com/windmill-labs/windmill/issues/9978)) ([edfe7b4](https://github.com/windmill-labs/windmill/commit/edfe7b415af6670c5855b7a0b52db4c1f7781964))
-* **pipelines:** live materialize/dataset editing — stale graph, phantom drafts, stale Save-all deploys ([#9990](https://github.com/windmill-labs/windmill/issues/9990)) ([f7efb64](https://github.com/windmill-labs/windmill/commit/f7efb646bf1f2e132d1e3ff031b142383ae01c5e))
-* **sessions:** auto-rename regression + preview-panel and fork nits ([#9993](https://github.com/windmill-labs/windmill/issues/9993)) ([804178f](https://github.com/windmill-labs/windmill/commit/804178f5e1c904c3f8e35e2b660f33c78964c6eb))
-* **sessions:** scope fork session Edits to session-edited items only ([#9989](https://github.com/windmill-labs/windmill/issues/9989)) ([7046dc6](https://github.com/windmill-labs/windmill/commit/7046dc6dfb474ef49313377855bb2bd60294e25a))
-
-## [1.751.0](https://github.com/windmill-labs/windmill/compare/v1.750.0...v1.751.0) (2026-07-06)
-
-
-### Features
-
-* add cosmetic dev/staging label for dev workspaces ([#9959](https://github.com/windmill-labs/windmill/issues/9959)) ([fd8e64d](https://github.com/windmill-labs/windmill/commit/fd8e64d11fea3ffdb7858100c67cb2e9ca841ed6))
-* **auth:** add runtime NO_AUTH mode for authentication bypass ([#9962](https://github.com/windmill-labs/windmill/issues/9962)) ([91e1b08](https://github.com/windmill-labs/windmill/commit/91e1b087a206efb7189824b4184e1f3f4cda7211))
-* **frontend:** custom skills — detail modal, batch manage, shared validation ([#9847](https://github.com/windmill-labs/windmill/issues/9847)) ([2e14302](https://github.com/windmill-labs/windmill/commit/2e14302e4abbad595584806bff12548d520fcb58))
-* **pipelines:** auto-derive cascade edges from ducklake/s3 reads (+ muted-read badge) ([#9963](https://github.com/windmill-labs/windmill/issues/9963)) ([3dcd394](https://github.com/windmill-labs/windmill/commit/3dcd3949a14199b106506994ea31ca3de7e636b3))
-
-
-### Bug Fixes
-
-* **ai:** centralize Anthropic Messages API routing across completion paths ([#9960](https://github.com/windmill-labs/windmill/issues/9960)) ([cc2f638](https://github.com/windmill-labs/windmill/commit/cc2f638de6cebeffb9fee1d4835a0cfd565af86c))
-* **assets:** responsive layout for small screens ([#9961](https://github.com/windmill-labs/windmill/issues/9961)) ([45946d1](https://github.com/windmill-labs/windmill/commit/45946d1185c0bd07948d4d8454880c2801571f9d))
-* **cli:** quote non-identifier property names in resource-type namespace ([#9964](https://github.com/windmill-labs/windmill/issues/9964)) ([dc6b997](https://github.com/windmill-labs/windmill/commit/dc6b99775b550e7433fee8a159c30eaf296500c5))
-* critical alerts modal mute toggles no longer close popover or fail to save ([#9969](https://github.com/windmill-labs/windmill/issues/9969)) ([6587019](https://github.com/windmill-labs/windmill/commit/6587019d263374ee5707d258f5d8eec7e73c690d))
-* **frontend:** theme-aware code block background in prose markdown ([#9968](https://github.com/windmill-labs/windmill/issues/9968)) ([9821596](https://github.com/windmill-labs/windmill/commit/9821596251cff698958ffbfbd11fffa6a7988c6c))
-
-## [1.750.0](https://github.com/windmill-labs/windmill/compare/v1.749.0...v1.750.0) (2026-07-06)
-
-
-### Features
-
-* chat-scoped session changes bar + unified diff drawer ([#9762](https://github.com/windmill-labs/windmill/issues/9762)) ([a6c0b37](https://github.com/windmill-labs/windmill/commit/a6c0b3756be78ca3fadc7bad6bae98c0887fd538))
-* **pipelines:** require data uploads before running a pipeline ([#9953](https://github.com/windmill-labs/windmill/issues/9953)) ([a1c5b7a](https://github.com/windmill-labs/windmill/commit/a1c5b7aa3ed2841f09f4f148ded5c5b5ef10fd3d))
-* **pipelines:** wm_partition macro for grain-agnostic partition filters ([#9950](https://github.com/windmill-labs/windmill/issues/9950)) ([43044c2](https://github.com/windmill-labs/windmill/commit/43044c2e28139b1dbde6844c781a821f8de68f58))
-
-
-### Bug Fixes
-
-* **ai:** test key routes Azure Foundry Claude models via Anthropic Messages API ([#9956](https://github.com/windmill-labs/windmill/issues/9956)) ([ea19cc9](https://github.com/windmill-labs/windmill/commit/ea19cc9dc459bd259e27f7fcc29601a010c5f8f0))
-* **cli:** HD-1 test_edges + HD-2 scd2 _current write in --local pipeline graph ([#9947](https://github.com/windmill-labs/windmill/issues/9947)) ([ad6f23d](https://github.com/windmill-labs/windmill/commit/ad6f23d6bfcf1056bcb6d8c6b552114e88177328))
-* **pipelines:** make node & pipeline-level run affordances always visible ([#9948](https://github.com/windmill-labs/windmill/issues/9948)) ([6eabb96](https://github.com/windmill-labs/windmill/commit/6eabb96ae78fb966f9916f907bb693d569b04c0b))
-* read chat drafts via own-draft route so drawer-kind drafts deploy ([#9913](https://github.com/windmill-labs/windmill/issues/9913)) ([056ebdb](https://github.com/windmill-labs/windmill/commit/056ebdb03543a93094c80ca354c117236cd8d6c8))
-* resolve extensionless bun relative imports on windows loader ([#9949](https://github.com/windmill-labs/windmill/issues/9949)) ([bf96621](https://github.com/windmill-labs/windmill/commit/bf9662172ad7e0ff53d39adc338fd7886672c8f9))
-
-## [1.749.0](https://github.com/windmill-labs/windmill/compare/v1.748.0...v1.749.0) (2026-07-05)
-
-
-### Features
-
-* **pipelines:** mid-DAG selective execution (dbt `model+`) for pipeline runs ([#9945](https://github.com/windmill-labs/windmill/issues/9945)) ([2d3a773](https://github.com/windmill-labs/windmill/commit/2d3a77344104a587548f23f1b614ceffd52a5778))
-* **pipelines:** partition run-arg picker + first-run setup signpost ([#9943](https://github.com/windmill-labs/windmill/issues/9943)) ([475b072](https://github.com/windmill-labs/windmill/commit/475b072987b33d50111f5251a5f69f4245f930ae))
-* **pipelines:** self-teaching custom data_test errors + scaffold ([#9937](https://github.com/windmill-labs/windmill/issues/9937)) ([0ad174f](https://github.com/windmill-labs/windmill/commit/0ad174fa490e17eeb26280b5bdfd62956dfed9ff))
-
-
-### Bug Fixes
-
-* **cli:** macro-library parity in --local pipeline graph + read-only run --dry-run ([#9942](https://github.com/windmill-labs/windmill/issues/9942)) ([e3f4303](https://github.com/windmill-labs/windmill/commit/e3f43033cafcdb5df253aeb55ce93e599b2584d2))
-* **datatable:** self-teaching error for unresolved datatable:// references ([#9941](https://github.com/windmill-labs/windmill/issues/9941)) ([55451db](https://github.com/windmill-labs/windmill/commit/55451db009e3060c21948ece2c97e102a3c9b171))
-* **object-storage:** remove 20-file bucket-browser listing cap in CE ([#9935](https://github.com/windmill-labs/windmill/issues/9935)) ([22452ce](https://github.com/windmill-labs/windmill/commit/22452ce54034a9bea8f7d48946818fd148b938c0))
-* **pipelines:** dedup guard for keyed merge + deploy-time SCD2 validation ([#9936](https://github.com/windmill-labs/windmill/issues/9936)) ([52ce805](https://github.com/windmill-labs/windmill/commit/52ce805f619747af4f998cde7819a164c754205a))
-* **pipelines:** link SCD2 &lt;dim&gt;_current view to its producer across all graph surfaces ([#9933](https://github.com/windmill-labs/windmill/issues/9933)) ([574d3ac](https://github.com/windmill-labs/windmill/commit/574d3ac9ff5015b5d3f53040c9d4dfbfd161a076))
-* **pipelines:** order data_test relationships refs before the tested script in a cascade ([#9934](https://github.com/windmill-labs/windmill/issues/9934)) ([46be39d](https://github.com/windmill-labs/windmill/commit/46be39dfb7fbfb2b70e61819d6065b45810c41c9))
-* **pipelines:** pipeline-level run control, tables label, data-test rollback + fork badges ([#9944](https://github.com/windmill-labs/windmill/issues/9944)) ([6ae8dd3](https://github.com/windmill-labs/windmill/commit/6ae8dd37b1de930ab17344cebf7c28385c6cfdba))
-* rebuild windows bun loader main.ts filter from forward-slash cdir ([#9946](https://github.com/windmill-labs/windmill/issues/9946)) ([a582e04](https://github.com/windmill-labs/windmill/commit/a582e04bf40cf685f88bceaf88e3d24bde3d420a))
-
-## [1.748.0](https://github.com/windmill-labs/windmill/compare/v1.747.0...v1.748.0) (2026-07-05)
-
-
-### Features
-
-* **ai-agent:** support reasoning effort in AI agent workflow steps ([#9886](https://github.com/windmill-labs/windmill/issues/9886)) ([a368d49](https://github.com/windmill-labs/windmill/commit/a368d49bd8786a2dca6771f2051f1d44d1b2363d))
-* **ducklake:** scheduled lake maintenance (expiry, compaction, orphan cleanup) ([#9916](https://github.com/windmill-labs/windmill/issues/9916)) ([3352150](https://github.com/windmill-labs/windmill/commit/33521505dbc34f22b575d21fda1cc76d698a8840))
-* **pipelines:** asset freshness — fresh/stale badge (CE) + watchdog (EE) ([#9909](https://github.com/windmill-labs/windmill/issues/9909)) ([5d7fb6d](https://github.com/windmill-labs/windmill/commit/5d7fb6deca3e02e89d77e5d3856483beb8b8bfeb))
-* **pipelines:** capture violating-row samples for data tests ([#9919](https://github.com/windmill-labs/windmill/issues/9919)) ([d4b4374](https://github.com/windmill-labs/windmill/commit/d4b4374de8f8a7875b050c16d1236fcd0355812b))
-* **pipelines:** fork data environments for ducklake materialization (dev data) ([#9915](https://github.com/windmill-labs/windmill/issues/9915)) ([39eb9de](https://github.com/windmill-labs/windmill/commit/39eb9de1bce400109c130a081807e40e995ae068))
-* **pipelines:** on_schema_change write guardrails + data_test deploy validation ([#9930](https://github.com/windmill-labs/windmill/issues/9930)) ([377c02e](https://github.com/windmill-labs/windmill/commit/377c02ec47389e64b7ef5cbbae0de05df648266d))
-* **pipelines:** record upstream snapshot ids on cascade-dispatched jobs ([#9910](https://github.com/windmill-labs/windmill/issues/9910)) ([af36498](https://github.com/windmill-labs/windmill/commit/af36498432e643108308e1c03b5d986d0f0f8888))
-* **pipelines:** schema contracts — save-time consumer checks vs captured schemas ([#9917](https://github.com/windmill-labs/windmill/issues/9917)) ([42e11c6](https://github.com/windmill-labs/windmill/commit/42e11c6570b62ffaa86598438fa8ddf462c4035f))
-* **pipeline:** write-audit-publish for materialization data tests ([#9911](https://github.com/windmill-labs/windmill/issues/9911)) ([dce247c](https://github.com/windmill-labs/windmill/commit/dce247c6d2678a2c95bd728027e17ae3965638e2))
-* **sdk:** enforce s3:// URIs for string S3 params + ingestion (EL) docs ([#9912](https://github.com/windmill-labs/windmill/issues/9912)) ([5ad2de9](https://github.com/windmill-labs/windmill/commit/5ad2de91a26b312bf27124ceca16ef331621bde8))
-
-
-### Bug Fixes
-
-* **cli:** pipeline + workspace UX batch (init/bind stub, run errors, macro libs, lock-job report, upgrade errors) ([#9929](https://github.com/windmill-labs/windmill/issues/9929)) ([28a6b08](https://github.com/windmill-labs/windmill/commit/28a6b086c842105298f236baa0a61868f71a5eb1))
-* **cli:** publish all windmill-parser-wasm-* deps so local pipeline graph keeps write edges ([#9926](https://github.com/windmill-labs/windmill/issues/9926)) ([744a759](https://github.com/windmill-labs/windmill/commit/744a7597edaf3ca9a7fd2b21a34fb33457913a64))
-* **pipelines:** activity-axis label clarity + select failed node on cascade failure ([#9931](https://github.com/windmill-labs/windmill/issues/9931)) ([5769b60](https://github.com/windmill-labs/windmill/commit/5769b6036cf14b0cb424c5b3d9d878c600a5652e))
-
-## [1.747.0](https://github.com/windmill-labs/windmill/compare/v1.746.0...v1.747.0) (2026-07-03)
-
-
-### Features
-
-* **frontend:** add federatedTokenFile field to instance object storage Azure config ([#9904](https://github.com/windmill-labs/windmill/issues/9904)) ([ae85d27](https://github.com/windmill-labs/windmill/commit/ae85d274371a24c5badb6081f00deeb409123252))
-
-
-### Bug Fixes
-
-* **ai:** route Azure Foundry Claude models via Anthropic Messages API ([#9908](https://github.com/windmill-labs/windmill/issues/9908)) ([d600c7e](https://github.com/windmill-labs/windmill/commit/d600c7ecfe305533798e82e8d05e5f2f297f9b54))
-* **forks:** clone only the current raw-app bundle, via server-side copy ([#9899](https://github.com/windmill-labs/windmill/issues/9899)) ([5c521d8](https://github.com/windmill-labs/windmill/commit/5c521d808a2b5d6d6bb7cf3da17fb2addc53fdf4))
-* **kafka:** set https.ca.location=probe for OAUTHBEARER OIDC token endpoint ([#9897](https://github.com/windmill-labs/windmill/issues/9897)) ([1b6065f](https://github.com/windmill-labs/windmill/commit/1b6065fa9201fd548c4b2ef199f1009200645929))
-* prevent truncated tool call args from bricking AI chat sessions ([#9902](https://github.com/windmill-labs/windmill/issues/9902)) ([4ba17d0](https://github.com/windmill-labs/windmill/commit/4ba17d0f9cd70489f89c84f982a0c8f0062fed1a))
-* strip NUL characters from app values at save time ([#9903](https://github.com/windmill-labs/windmill/issues/9903)) ([3ec1f16](https://github.com/windmill-labs/windmill/commit/3ec1f164be9c8c6c40e003188ce593a963c65a43))
-
-## [1.746.0](https://github.com/windmill-labs/windmill/compare/v1.745.0...v1.746.0) (2026-07-02)
-
-
-### Features
-
-* **ai:** add Azure AI Foundry as a native AI provider ([#9879](https://github.com/windmill-labs/windmill/issues/9879)) ([d9b080f](https://github.com/windmill-labs/windmill/commit/d9b080f57fa0be144cefa773d39742c45b40f043))
-* **frontend:** group compare & deploy items by folder ([#9880](https://github.com/windmill-labs/windmill/issues/9880)) ([7b04820](https://github.com/windmill-labs/windmill/commit/7b04820f8ef8c7f02f79dd4239a877f667d23e6a))
-* **frontend:** pipelines index page and sql editor hint ([#9881](https://github.com/windmill-labs/windmill/issues/9881)) ([20351a6](https://github.com/windmill-labs/windmill/commit/20351a6b4c262184c5f815eeb5de007ab1eaf4a0))
-* **pipeline:** backfill a range of partitions from the asset drawer ([#9885](https://github.com/windmill-labs/windmill/issues/9885)) ([53bbb92](https://github.com/windmill-labs/windmill/commit/53bbb92953178eb6d0017818ef870f3cb2399dfd))
-* **pipelines:** workspace duckdb macro libraries (// macros / // use) ([#9890](https://github.com/windmill-labs/windmill/issues/9890)) ([84141ad](https://github.com/windmill-labs/windmill/commit/84141add1ddf35c2573e3c213366ce7c5f1f2258))
-* **s3:** replace CE 50MB upload cap with 10GiB workspace storage quota ([#9874](https://github.com/windmill-labs/windmill/issues/9874)) ([af01e90](https://github.com/windmill-labs/windmill/commit/af01e90b5c65d1b1cfacf4433f8cff7effe73768))
-* support workspace forks on cloud using parent workspace limits ([#9864](https://github.com/windmill-labs/windmill/issues/9864)) ([7c7d747](https://github.com/windmill-labs/windmill/commit/7c7d7474cc86a4052272032f281cc4d7a85db37b))
-
-
-### Bug Fixes
-
-* **duckdb:** auto-declare partition arg for `// partitioned` scripts ([#9878](https://github.com/windmill-labs/windmill/issues/9878)) ([b883adb](https://github.com/windmill-labs/windmill/commit/b883adbc0011073da592dc5b39e1b79db492c83c))
-* **frontend:** home New submenus fall back below, hugging the right edge ([#9894](https://github.com/windmill-labs/windmill/issues/9894)) ([186ac49](https://github.com/windmill-labs/windmill/commit/186ac4933b79aed57fce23ebcf3b525fcfd1c474))
-* **frontend:** show inline workspace name editor on general settings (Fixes GIT-911) ([#9892](https://github.com/windmill-labs/windmill/issues/9892)) ([a49c087](https://github.com/windmill-labs/windmill/commit/a49c0871d7ab2aaf78a7713b8a786ead937434da))
-* **frontend:** stack cron field and cron builder button on narrow screens ([#9871](https://github.com/windmill-labs/windmill/issues/9871)) ([7989795](https://github.com/windmill-labs/windmill/commit/79897950e7646b00d92a28a009174d91c705b251))
-* invalidate bun bundle cache on transitive relative-import changes ([#9891](https://github.com/windmill-labs/windmill/issues/9891)) ([d15033c](https://github.com/windmill-labs/windmill/commit/d15033cde6a474b548ebbaf18ff02223fc21f701))
-* make SMTP username and password optional in frontend validation ([#9895](https://github.com/windmill-labs/windmill/issues/9895)) ([37bb574](https://github.com/windmill-labs/windmill/commit/37bb57474e8336823bb31527f2a708ef41cd39c4))
-* **parsers:** infer py s3 assets from S3Object constructor and dict forms ([#9877](https://github.com/windmill-labs/windmill/issues/9877)) ([659642e](https://github.com/windmill-labs/windmill/commit/659642e4889361f86e8addb038cda62fc3471006))
-* pipeline dogfooding fixes — SCD2 data-test scope, --partition, s3object upload binding ([#9875](https://github.com/windmill-labs/windmill/issues/9875)) ([d65f58c](https://github.com/windmill-labs/windmill/commit/d65f58c388d88fff71cda22dfa21aecdae70c450))
-* polish pipeline graph view (layout, viewport, minimap, lineage, timestamps) ([#9883](https://github.com/windmill-labs/windmill/issues/9883)) ([b92a86b](https://github.com/windmill-labs/windmill/commit/b92a86b8b3a60b877540c3a7f0ffefe36ccbb053))
-* stale AI chat context picker after workspace item changes ([#9893](https://github.com/windmill-labs/windmill/issues/9893)) ([5af91a6](https://github.com/windmill-labs/windmill/commit/5af91a677cad88faccba702e3556fc4fb7b6e640))
-* **triggers:** retry transient websocket connect failures before disabling ([#9887](https://github.com/windmill-labs/windmill/issues/9887)) ([7894507](https://github.com/windmill-labs/windmill/commit/789450731b0a3c8dffa336f7bfc3f3de528c09fb))
-
-## [1.745.0](https://github.com/windmill-labs/windmill/compare/v1.744.0...v1.745.0) (2026-07-01)
-
-
-### Features
-
-* **forks:** partial-visibility deploy + surface hidden items ([#9868](https://github.com/windmill-labs/windmill/issues/9868)) ([20cd1a0](https://github.com/windmill-labs/windmill/commit/20cd1a02d582c0715bedacce52cc5c1e1e8d70ca))
-* **frontend:** add zoom and download to Mermaid graphs ([#9859](https://github.com/windmill-labs/windmill/issues/9859)) ([289017b](https://github.com/windmill-labs/windmill/commit/289017bcb28c049c8258b2ffd7da0ec3e6ef120b))
-* use derived username instead of email for non-member superadmins ([#9857](https://github.com/windmill-labs/windmill/issues/9857)) ([76a9523](https://github.com/windmill-labs/windmill/commit/76a95230095ca3f43c9dc9eecde0e9de6520242f))
-
-
-### Bug Fixes
-
-* **cli:** correct misleading delete-fork command description ([#9870](https://github.com/windmill-labs/windmill/issues/9870)) ([a73b14d](https://github.com/windmill-labs/windmill/commit/a73b14d902d759226d0af2f2faf9bdd6588e358c))
-* **folders:** allow dots and at-signs in folder owner validation ([#9856](https://github.com/windmill-labs/windmill/issues/9856)) ([383c705](https://github.com/windmill-labs/windmill/commit/383c70523bf81c5c07784a4379ef6b1c93ff86e5))
-* **forks:** require admin of both sides for the compare visibility guard ([#9869](https://github.com/windmill-labs/windmill/issues/9869)) ([7363d2c](https://github.com/windmill-labs/windmill/commit/7363d2c217cb04391f03b2f9958be70a9d0b5325))
-* **forks:** reset diff tally on trigger delete + guard compare visibility for admins ([#9866](https://github.com/windmill-labs/windmill/issues/9866)) ([6a6f129](https://github.com/windmill-labs/windmill/commit/6a6f12960e29c314d11ad541519c71412f42567b))
-* **jobs:** give flow dynselect a path and its worker tag, like scripts ([#9867](https://github.com/windmill-labs/windmill/issues/9867)) ([1a9debb](https://github.com/windmill-labs/windmill/commit/1a9debb689f756f38db085d1360c8fe7691ada48))
-* **offboarding:** make global reassignment per-workspace and optional ([#9863](https://github.com/windmill-labs/windmill/issues/9863)) ([3586164](https://github.com/windmill-labs/windmill/commit/35861641f807a02b5c205608fb592e20ee7cad7f))
-
-## [1.744.0](https://github.com/windmill-labs/windmill/compare/v1.743.0...v1.744.0) (2026-07-01)
-
-
-### Features
-
-* add copy-to-clipboard button to rendered Mermaid diagrams in AI chat ([#9838](https://github.com/windmill-labs/windmill/issues/9838)) ([a27e814](https://github.com/windmill-labs/windmill/commit/a27e814a03c615259381eaf684aa90d56569b0af))
-* add dev workspaces paired with a lockable prod workspace ([#9793](https://github.com/windmill-labs/windmill/issues/9793)) ([b4b0c6a](https://github.com/windmill-labs/windmill/commit/b4b0c6a93e52152251fadefe319773faf42549b2))
-* **ansible:** support repo-provided ansible.cfg in delegate_to_git_repo ([#9851](https://github.com/windmill-labs/windmill/issues/9851)) ([68bf0da](https://github.com/windmill-labs/windmill/commit/68bf0daf5815307cda6ce23214dd5159b6aa33b4))
-* **licensing:** enforce offline license seat cap ([#9845](https://github.com/windmill-labs/windmill/issues/9845)) ([83f3d7f](https://github.com/windmill-labs/windmill/commit/83f3d7f910b331c09f60cc9ff556728afa3dec07))
-* **object-store:** make GCS service account key optional for Workload Identity ([#9842](https://github.com/windmill-labs/windmill/issues/9842)) ([83ed011](https://github.com/windmill-labs/windmill/commit/83ed011e264f20ffa66a7bf933f2fe3615cf6b67))
-* **pipeline:** local development for data pipelines (CLI --local + pipeline dev preview) ([#9840](https://github.com/windmill-labs/windmill/issues/9840)) ([74f579e](https://github.com/windmill-labs/windmill/commit/74f579e6d9ef08e74460f904a4c22ed9d6a3b5b0))
-* **pipelines:** add managed SCD2 history materialize strategy ([#9850](https://github.com/windmill-labs/windmill/issues/9850)) ([5a66127](https://github.com/windmill-labs/windmill/commit/5a661279a3690e2393b9b16996f5d1a5a509259c))
-
-
-### Bug Fixes
-
-* **ai-chat:** replay anthropic turns verbatim to keep thinking valid ([#9843](https://github.com/windmill-labs/windmill/issues/9843)) ([a37a144](https://github.com/windmill-labs/windmill/commit/a37a144e81cf6b3de935688a617e9d0e1756004a))
-* grant dispatch_event table to windmill roles ([#9852](https://github.com/windmill-labs/windmill/issues/9852)) ([f05b50d](https://github.com/windmill-labs/windmill/commit/f05b50d29ac2fdbb808a97057fb92c8e425b4a2f))
-* grant workspace_diff, materialized_partition, debounce_stale_data to windmill roles ([#9853](https://github.com/windmill-labs/windmill/issues/9853)) ([293647d](https://github.com/windmill-labs/windmill/commit/293647de4c13cb8468cbd81ff1924cba90e164b4))
-* honor verify-ca/verify-full sslmode for postgres connections ([#9835](https://github.com/windmill-labs/windmill/issues/9835)) ([bf6be96](https://github.com/windmill-labs/windmill/commit/bf6be967fa8c74e1299cf63f813c1cfa34b97f3e))
-* **mcp:** stop double-escaping string query params in build_query_string ([#9855](https://github.com/windmill-labs/windmill/issues/9855)) ([1c46f89](https://github.com/windmill-labs/windmill/commit/1c46f899ca03edf62053f4f14d65b4eabff4255d))
-* **s3_proxy:** preserve URL-encoding on Hive-partition proxy writes ([#9848](https://github.com/windmill-labs/windmill/issues/9848)) ([6b79bdd](https://github.com/windmill-labs/windmill/commit/6b79bddd42fe55f891c17cb71a7e36ee31337bac))
-* validate workspace name length (max 50 chars) on create and fork ([#9854](https://github.com/windmill-labs/windmill/issues/9854)) ([b52972d](https://github.com/windmill-labs/windmill/commit/b52972d0de89004e98d18241d238ca028e4eecba))
-
-## [1.743.0](https://github.com/windmill-labs/windmill/compare/v1.742.0...v1.743.0) (2026-06-29)
-
-
-### Features
-
-* **home:** redesign create-new popover and home header ([#9827](https://github.com/windmill-labs/windmill/issues/9827)) ([2493eaf](https://github.com/windmill-labs/windmill/commit/2493eaf031f30072637a297398674e761f039005))
-* **pipeline:** AI-chat data-pipeline editor (route + in-session) + home surfacing ([#9805](https://github.com/windmill-labs/windmill/issues/9805)) ([c910278](https://github.com/windmill-labs/windmill/commit/c91027824be1f1f49cdd14148baf6aad092a1dd0))
-
-
-### Bug Fixes
-
-* **gcp:** require token verification for authenticated push delivery ([#9834](https://github.com/windmill-labs/windmill/issues/9834)) ([9b65161](https://github.com/windmill-labs/windmill/commit/9b65161c643bf3f120d2ebd82f786c17233a971b))
-
-## [1.742.0](https://github.com/windmill-labs/windmill/compare/v1.741.0...v1.742.0) (2026-06-28)
-
-
-### Features
-
-* **apps:** add labels input to app editor deploy drawer ([#9828](https://github.com/windmill-labs/windmill/issues/9828)) ([da45e69](https://github.com/windmill-labs/windmill/commit/da45e699c8aefeede172c90769ef4f4b182fec0c))
-* column-level lineage for DuckLake pipelines (SQL-AST inferred + traceable) ([#9814](https://github.com/windmill-labs/windmill/issues/9814)) ([003a262](https://github.com/windmill-labs/windmill/commit/003a262a4e9d6c2a63ada01aa8429aea1fbb6031))
-
-
-### Bug Fixes
-
-* **audit:** don't read pg_authid from an elevated context in S3 export migration ([#9832](https://github.com/windmill-labs/windmill/issues/9832)) ([75ba81b](https://github.com/windmill-labs/windmill/commit/75ba81b2d27fb0722095780312064cb93d20287e))
-* close unauthenticated DAP debugger program-mode launch bypass ([#9829](https://github.com/windmill-labs/windmill/issues/9829)) ([c0768de](https://github.com/windmill-labs/windmill/commit/c0768de0acdf63eaba5fb97d04bfc64f2f03b93d))
-* redeploy older app version from deployment history ([#9826](https://github.com/windmill-labs/windmill/issues/9826)) ([c479afa](https://github.com/windmill-labs/windmill/commit/c479afab8ebceccbee050e923dc5c27a6712ea62))
-
-## [1.741.0](https://github.com/windmill-labs/windmill/compare/v1.740.0...v1.741.0) (2026-06-26)
-
-
-### Features
-
-* **ai-chat:** add create_folder tool to global chat ([#9819](https://github.com/windmill-labs/windmill/issues/9819)) ([44c25de](https://github.com/windmill-labs/windmill/commit/44c25de418612ab98341adb15d5671222b54367e))
-* **ai-chat:** hint /compact in context usage tooltip ([#9777](https://github.com/windmill-labs/windmill/issues/9777)) ([aadfb62](https://github.com/windmill-labs/windmill/commit/aadfb620c0b7dcd7e94367b761875e14ef9abe69))
-* **ai-chat:** let global chat edit the user's personal instructions ([#9771](https://github.com/windmill-labs/windmill/issues/9771)) ([3be2752](https://github.com/windmill-labs/windmill/commit/3be27521b05de33e48582e80c6651071f889f048))
-* **ai-chat:** surface raw apps in the @-mention context picker ([#9800](https://github.com/windmill-labs/windmill/issues/9800)) ([1602244](https://github.com/windmill-labs/windmill/commit/16022447c7b445be753b9545b10b4c67da0893d5))
-* capture managed-materialize output schema as asset metadata ([#2](https://github.com/windmill-labs/windmill/issues/2)a) ([#9812](https://github.com/windmill-labs/windmill/issues/9812)) ([ade74b2](https://github.com/windmill-labs/windmill/commit/ade74b297f6a03441e700a20ffc2d7291c8a85fd))
-* **sdk:** allow overriding worker tag when running jobs (WIN-2105) ([#9807](https://github.com/windmill-labs/windmill/issues/9807)) ([52fc7bf](https://github.com/windmill-labs/windmill/commit/52fc7bf94cf3f87f68d9dba9884944d87e7d5d57))
-
-
-### Bug Fixes
-
-* apply step timeout to 'Test this step' preview ([#9810](https://github.com/windmill-labs/windmill/issues/9810)) ([d04062b](https://github.com/windmill-labs/windmill/commit/d04062bff58c9c4c79ce542a4321e71bcbcf0e98))
-* **flows:** reject corrupt step paths at deploy + atomic cache writes ([#9751](https://github.com/windmill-labs/windmill/issues/9751)) ([#9813](https://github.com/windmill-labs/windmill/issues/9813)) ([3cda447](https://github.com/windmill-labs/windmill/commit/3cda44762148bcd2ee5c0ea821db884950376ead))
-* **frontend:** clarify instance data table unavailable on cloud ([#9806](https://github.com/windmill-labs/windmill/issues/9806)) ([c3e8c78](https://github.com/windmill-labs/windmill/commit/c3e8c789ac05c9c28991d9ab6f2358f61fa87971))
-* hide GCS service account key behind a reveal in object storage settings ([#9815](https://github.com/windmill-labs/windmill/issues/9815)) ([0ec5061](https://github.com/windmill-labs/windmill/commit/0ec5061270749ed078e01f5a4bc7397a1755ca32))
-* ping job during volume setup to prevent false zombie restarts ([#9803](https://github.com/windmill-labs/windmill/issues/9803)) ([43bb676](https://github.com/windmill-labs/windmill/commit/43bb676dc5652cb06fe1414b8d3aacf295bae36b))
-* skipped suspend step no longer parks the flow forever ([#9821](https://github.com/windmill-labs/windmill/issues/9821)) ([40110bc](https://github.com/windmill-labs/windmill/commit/40110bc7158bc42c3d84bd4637a12b82fcd72a9a))
-
-
-### Performance Improvements
-
-* **audit:** re-anchor S3 audit export on enable + opt-in backfill ([#9818](https://github.com/windmill-labs/windmill/issues/9818)) ([577ceee](https://github.com/windmill-labs/windmill/commit/577ceeee8679f054c6898d1a7889df30ab830f8f))
-
-## [1.740.0](https://github.com/windmill-labs/windmill/compare/v1.739.0...v1.740.0) (2026-06-25)
-
-
-### Features
-
-* **api:** add structured endpoint for flow logs ([#9797](https://github.com/windmill-labs/windmill/issues/9797)) ([ba768fe](https://github.com/windmill-labs/windmill/commit/ba768fee888682cb50142d6e76c0422c40307f46))
-* bounded-cascade selective execution for pipelines (UI + CLI) ([#9695](https://github.com/windmill-labs/windmill/issues/9695)) ([248540a](https://github.com/windmill-labs/windmill/commit/248540ac4d6e4ee9ee7c3e6f2cc822c63cc6426e))
-* data tests for ducklake pipeline materialization ([#9708](https://github.com/windmill-labs/windmill/issues/9708)) ([f6998ec](https://github.com/windmill-labs/windmill/commit/f6998ec54cba2507703790bf33427e7567d42c4b))
-* detect and guard against deploying stale drafts ([#9768](https://github.com/windmill-labs/windmill/issues/9768)) ([d865518](https://github.com/windmill-labs/windmill/commit/d8655189347f58df9d17e83dc55798baf7964279))
-* ducklake time-travel UX (snapshot history + AT VERSION reads) ([#9709](https://github.com/windmill-labs/windmill/issues/9709)) ([d131d75](https://github.com/windmill-labs/windmill/commit/d131d754e1fc9674abf5de383d2bc93596df9bd1))
-* self-host docs search for chat, mcp, cli; drop inkeep ([#9772](https://github.com/windmill-labs/windmill/issues/9772)) ([9d61e4e](https://github.com/windmill-labs/windmill/commit/9d61e4e59e4101de84217f7c7846f1aa94e84d89))
-
-
-### Bug Fixes
-
-* allow hyphens in postgresql database name validation ([#9782](https://github.com/windmill-labs/windmill/issues/9782)) ([170cd79](https://github.com/windmill-labs/windmill/commit/170cd79aaf92152fc3c0f675f155853c7f0e5b25))
-* **debounce:** never supersede a running debounce survivor ([#9780](https://github.com/windmill-labs/windmill/issues/9780)) ([5549bdc](https://github.com/windmill-labs/windmill/commit/5549bdc67a5559a764616c44b1018543bc0568fe))
-* decrypt secret variables via external backend in common resolvers ([#9784](https://github.com/windmill-labs/windmill/issues/9784)) ([cd42c6c](https://github.com/windmill-labs/windmill/commit/cd42c6ca18261328055554788932c3fe876a4a5b))
-* enforce containment of python module dir for preview jobs ([#9704](https://github.com/windmill-labs/windmill/issues/9704)) ([88fca6a](https://github.com/windmill-labs/windmill/commit/88fca6a8c130b9e3b0f0cd410e422d4e074fc11f))
-* **frontend:** apply script editor timeout to preview/Test runs ([#9794](https://github.com/windmill-labs/windmill/issues/9794)) ([6664ce6](https://github.com/windmill-labs/windmill/commit/6664ce6dc0c5fbc283303148de06d6bb85e4acf7))
-* **frontend:** nested-loop "Test this step" resolves iter to innermost loop ([#9778](https://github.com/windmill-labs/windmill/issues/9778)) ([74ebfc6](https://github.com/windmill-labs/windmill/commit/74ebfc67f069047875db738926865bd4bd6fe9e9))
-* opt out of Deno minimum-dependency-age for private npm registries ([#9802](https://github.com/windmill-labs/windmill/issues/9802)) ([b28f974](https://github.com/windmill-labs/windmill/commit/b28f974e5069f635419d9ea56fad6a0e417894e8))
-* pass SSL cert env vars to `uv python install` ([#9790](https://github.com/windmill-labs/windmill/issues/9790)) ([962758c](https://github.com/windmill-labs/windmill/commit/962758c02de5f6d962c681fe9c39769b99429e8d))
-* **python:** re-verify wheel RECORD on local cache reuse (once per worker) ([#9775](https://github.com/windmill-labs/windmill/issues/9775)) ([6c71c33](https://github.com/windmill-labs/windmill/commit/6c71c33470e3ea547f3b994db829eb4d04882443))
-* **python:** serialize concurrent installs into shared wheel cache dir ([#9787](https://github.com/windmill-labs/windmill/issues/9787)) ([11d83ab](https://github.com/windmill-labs/windmill/commit/11d83ab1ec559be5d3263010228e6db65358e04b))
-* re-pin stale-draft fork base when restoring an app deployment ([#9792](https://github.com/windmill-labs/windmill/issues/9792)) ([b9711e5](https://github.com/windmill-labs/windmill/commit/b9711e5ace8585315a1c2b85bb25ac8dd7832d6f))
-* restore libargon2-1 for PHP runtime in server image ([#9795](https://github.com/windmill-labs/windmill/issues/9795)) ([e9cb806](https://github.com/windmill-labs/windmill/commit/e9cb80639b2dec63ede69fc3a4e3720bb1a3c319))
-* use transaction for parallel_monitor_lock DELETE in last-iteration path ([#9789](https://github.com/windmill-labs/windmill/issues/9789)) ([754cae9](https://github.com/windmill-labs/windmill/commit/754cae956ac8d431ddeb055453835e249cdd07b7))
-
-
-### Performance Improvements
-
-* drop v2_job side-table ON DELETE CASCADE FKs to speed retention deletes ([#9786](https://github.com/windmill-labs/windmill/issues/9786)) ([aa098c7](https://github.com/windmill-labs/windmill/commit/aa098c70c0271b2b1917749d1f607c0559cf04de))
-* eliminate dual-connection DB pool contention across worker, queue, and api ([#9798](https://github.com/windmill-labs/windmill/issues/9798)) ([0dbd9c1](https://github.com/windmill-labs/windmill/commit/0dbd9c1231b00d4693af68835fe1d9e7c8869b43))
-
-## [1.739.0](https://github.com/windmill-labs/windmill/compare/v1.738.0...v1.739.0) (2026-06-24)
-
-
-### Features
-
-* add /compact session chat command ([#9764](https://github.com/windmill-labs/windmill/issues/9764)) ([83cc553](https://github.com/windmill-labs/windmill/commit/83cc5533ee92e59356a117eefeaf42dad23287f6))
-* add session chat slash commands ([#9748](https://github.com/windmill-labs/windmill/issues/9748)) ([24b95e9](https://github.com/windmill-labs/windmill/commit/24b95e9fe12ba4abdfe1ff6e9f9fe42cb2ded011))
-* **ai-chat:** add /clear session command to start a fresh conversation ([#9769](https://github.com/windmill-labs/windmill/issues/9769)) ([3fafac2](https://github.com/windmill-labs/windmill/commit/3fafac275d2100a6f89924040650cf959945d209))
-* **ai-chat:** context usage gauge + unified model settings menu ([#9763](https://github.com/windmill-labs/windmill/issues/9763)) ([2e020b2](https://github.com/windmill-labs/windmill/commit/2e020b2ccc7a649a5923bff72a98f07d4fc85381))
-* **apps:** show raw-app fork diffs as per-file tree items ([#9491](https://github.com/windmill-labs/windmill/issues/9491)) ([e98df38](https://github.com/windmill-labs/windmill/commit/e98df38ac43823ee85209a4b09cd70690469302d))
-* **frontend:** add filter submenu to collapsed AI sessions popover ([#9757](https://github.com/windmill-labs/windmill/issues/9757)) ([3d48ba7](https://github.com/windmill-labs/windmill/commit/3d48ba7738c3d3356539b5fc44a871f6b7f9d548))
-* **frontend:** restore raw app 'open preview in separate window' ([#9765](https://github.com/windmill-labs/windmill/issues/9765)) ([a116715](https://github.com/windmill-labs/windmill/commit/a116715c418c39d48a91e6c0b4484a31537dff38))
-* **frontend:** show approval wait as a distinct segment in flow timeline ([#9756](https://github.com/windmill-labs/windmill/issues/9756)) ([2a70ccc](https://github.com/windmill-labs/windmill/commit/2a70ccc38675c7c2353807a4f85764a8a35224e2))
-* scope AI sessions per workspace root with lifecycle reconcile ([#9734](https://github.com/windmill-labs/windmill/issues/9734)) ([42c5e7a](https://github.com/windmill-labs/windmill/commit/42c5e7a3fc9b74256de8806ec0d7b62e8bbf029c))
-
-
-### Bug Fixes
-
-* **ai-chat:** strip unclosed &lt;summary&gt; tag leaking into compaction summary ([#9750](https://github.com/windmill-labs/windmill/issues/9750)) ([250a05f](https://github.com/windmill-labs/windmill/commit/250a05f544ae397bb91af5fc83bf408cfe1c554d))
-* **apps:** realign legacy raw-app drafts to raw_app draft kind ([#9761](https://github.com/windmill-labs/windmill/issues/9761)) ([288318a](https://github.com/windmill-labs/windmill/commit/288318ac269714fc03b15622dbb86b1c28268a36))
-* **backend:** resolve folder_labels search_path on non-public (PG_SCHEMA) schemas ([#9758](https://github.com/windmill-labs/windmill/issues/9758)) ([f582878](https://github.com/windmill-labs/windmill/commit/f5828780fd6a8be070b2933ebd41ee6dff98a9e1))
-* forbid superadmin job tokens from global user and token management ([#9715](https://github.com/windmill-labs/windmill/issues/9715)) ([043c2c0](https://github.com/windmill-labs/windmill/commit/043c2c05b7678c49faca0ccb28e5f6393567ba4d))
-* **frontend:** highlight the runtime-chosen branch in flow graph viewer ([#9755](https://github.com/windmill-labs/windmill/issues/9755)) ([de6192b](https://github.com/windmill-labs/windmill/commit/de6192bec1695883a07452f7db2fb51c94dbfd43))
-* **frontend:** keep #content portal target present on AI-session route ([#9754](https://github.com/windmill-labs/windmill/issues/9754)) ([5e09c50](https://github.com/windmill-labs/windmill/commit/5e09c501713ebbe05b28ce0084eca641f0dbe95c))
-* **frontend:** show AI skills settings only when global mode enabled ([#9747](https://github.com/windmill-labs/windmill/issues/9747)) ([c017f7f](https://github.com/windmill-labs/windmill/commit/c017f7f8919a51292ddf01574961d1774bc1ba23))
-* **frontend:** stop flow step id generation from being poisoned by non-canonical keys ([#9766](https://github.com/windmill-labs/windmill/issues/9766)) ([4dbf873](https://github.com/windmill-labs/windmill/commit/4dbf8737238ccc4dc2c67365e6d43f04f46c75b5))
-* persist on-behalf-of user across app deploy paths ([#9773](https://github.com/windmill-labs/windmill/issues/9773)) ([f99781c](https://github.com/windmill-labs/windmill/commit/f99781ca5f77248206c951935cc44acfa5f072eb))
-* reject symlink traversal in job-dir path validation ([#9713](https://github.com/windmill-labs/windmill/issues/9713)) ([b5bd824](https://github.com/windmill-labs/windmill/commit/b5bd8245d81b84fc14d3ea955bf1e66ac576bf37))
-
-
-### Performance Improvements
-
-* **audit:** adaptive timestamp floor for S3 audit-log export ([#9752](https://github.com/windmill-labs/windmill/issues/9752)) ([55bed4a](https://github.com/windmill-labs/windmill/commit/55bed4abcfce2a611b16054573980d2eb613ccb3))
-* **monitor:** vacuum job_perms/job_result_stream right after each orphan sweep ([#9753](https://github.com/windmill-labs/windmill/issues/9753)) ([8912e21](https://github.com/windmill-labs/windmill/commit/8912e21d1571e57b5cf21b7d4d9520e20a28e70d))
-
-## [1.738.0](https://github.com/windmill-labs/windmill/compare/v1.737.0...v1.738.0) (2026-06-23)
-
-
-### Features
-
-* add resource and infrastructure telemetry ([#9737](https://github.com/windmill-labs/windmill/issues/9737)) ([9793d01](https://github.com/windmill-labs/windmill/commit/9793d01575415963a89609a1baf2cd64f0d050cc))
-* render mermaid diagrams in chat code blocks ([#9738](https://github.com/windmill-labs/windmill/issues/9738)) ([cfb9f1d](https://github.com/windmill-labs/windmill/commit/cfb9f1dbc23110ecf8f91bb3c8c81fc6e35dc09b))
-
-
-### Bug Fixes
-
-* **ai-chat:** Fix incorrect editor edits from ai chat [#1](https://github.com/windmill-labs/windmill/issues/1) ([#9741](https://github.com/windmill-labs/windmill/issues/9741)) ([fc797a3](https://github.com/windmill-labs/windmill/commit/fc797a35fe7885630c81453df0fc94769e73873a))
-* allow object storage test for non-super-admins, harden on cloud ([#9739](https://github.com/windmill-labs/windmill/issues/9739)) ([24446e8](https://github.com/windmill-labs/windmill/commit/24446e80093ade349f7fbf65063d2d1cb5551c1e))
-* **frontend:** debounce external code→Monaco sync in Editor ([#9743](https://github.com/windmill-labs/windmill/issues/9743)) ([29c67ce](https://github.com/windmill-labs/windmill/commit/29c67ced97bf2919584986f9d9eceb4337c34ad9))
-* **frontend:** preserve editor content when closing instance settings drawer ([#9740](https://github.com/windmill-labs/windmill/issues/9740)) ([11d0e65](https://github.com/windmill-labs/windmill/commit/11d0e65f3af9a048bc1921bbdd3d676a07483a57))
-* pipeline annotation false-positives from body comments ([#9736](https://github.com/windmill-labs/windmill/issues/9736)) ([984ea72](https://github.com/windmill-labs/windmill/commit/984ea728d98649b66b1cae899bdab9af3176caa7))
-* preserve fork parent linkage on workspace id change ([#9716](https://github.com/windmill-labs/windmill/issues/9716)) ([cbf54d4](https://github.com/windmill-labs/windmill/commit/cbf54d4eb432638e27f67c4c8b879cbcc0291da3))
-* prevent variable push from corrupting is_secret variables ([#9705](https://github.com/windmill-labs/windmill/issues/9705)) ([ba4b368](https://github.com/windmill-labs/windmill/commit/ba4b368706e95e22f346a10e5fe145b0795ac3f6))
-
-
-### Performance Improvements
-
-* **monitor:** skip protected prefix in retention delete via cross-batch watermark (WIN-2088) ([#9744](https://github.com/windmill-labs/windmill/issues/9744)) ([e90b2be](https://github.com/windmill-labs/windmill/commit/e90b2be8fade1eb78cd685890291f5a4553a6a10))
-
 ## [1.737.0](https://github.com/windmill-labs/windmill/compare/v1.736.0...v1.737.0) (2026-06-23)


@@ -1,20 +1,15 @@
 {
 	layer4 {
 		:25 {
-			route {
-				proxy {
-					upstream windmill_server:2525
-				}
+			proxy {
+				to windmill_server:2525
 			}
 		}
 	}
 }

 {$BASE_URL} {
-        # Default to all interfaces (IPv4 + IPv6) when ADDRESS is unset. A bare
-        # `bind {$ADDRESS}` with an empty value makes Caddy >= 2.9 drop this whole
-        # site, silently disabling the HTTP proxy while the :25 layer4 listener stays up.
-        bind {$ADDRESS:0.0.0.0 ::}
+        bind {$ADDRESS}

        # Extra services: LSP, Multiplayer, Debugger (windmill_extra gateway)
        reverse_proxy /ws/* /ws_mp/* /ws_debug/* http://windmill_extra:3000
@@ -1,7 +1,7 @@
-ARG DEBIAN_IMAGE=debian:trixie-slim
-ARG RUST_IMAGE=rust:1.97-slim-trixie
+ARG DEBIAN_IMAGE=debian:bookworm-slim
+ARG RUST_IMAGE=rust:1.93-slim-bookworm

-FROM debian:trixie-slim AS nsjail
+FROM debian:bookworm-slim AS nsjail

 WORKDIR /nsjail

@@ -9,12 +9,12 @@ RUN apt-get -y update \
    && apt-get install -y \
    bison=2:3.8.* \
    flex=2.6.* \
-    g++=4:14.2.* \
-    gcc=4:14.2.* \
-    git=1:2.47.* \
+    g++=4:12.2.* \
+    gcc=4:12.2.* \
+    git=1:2.39.* \
    libprotobuf-dev=3.21.* \
    libnl-route-3-dev=3.7.* \
-    make=4.4.* \
+    make=4.3-4.1 \
    pkg-config=1.8.* \
    protobuf-compiler=3.21.*

@@ -44,7 +44,7 @@ FROM rust_base AS windmill_duckdb_ffi_internal_builder

 WORKDIR /windmill-duckdb-ffi-internal

-RUN apt-get update && apt-get install -y clang=1:19.0* libclang-dev=1:19.0* cmake=3.31.* && \
+RUN apt-get update && apt-get install -y clang=1:14.0-55.* libclang-dev=1:14.0-55.* cmake=3.25.* && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

@@ -98,7 +98,7 @@ ARG features=""

 COPY --from=planner /windmill/recipe.json recipe.json

-RUN apt-get update && apt-get install -y libxml2-dev=2.12.* libxmlsec1-dev=1.2.* libkrb5-dev libsasl2-dev libcurl4-openssl-dev clang=1:19.0* libclang-dev=1:19.0* cmake=3.31.* && \
+RUN apt-get update && apt-get install -y libxml2-dev=2.9.* libxmlsec1-dev=1.2.* libkrb5-dev libsasl2-dev libcurl4-openssl-dev clang=1:14.0-55.* libclang-dev=1:14.0-55.* cmake=3.25.* && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

@@ -135,8 +135,9 @@ FROM ${DEBIAN_IMAGE}

 ARG TARGETPLATFORM
 ARG POWERSHELL_VERSION=7.5.0
-ARG KUBECTL_VERSION=1.36.2
-ARG HELM_VERSION=3.21.2
+ARG POWERSHELL_DEB_VERSION=7.5.0-1
+ARG KUBECTL_VERSION=1.28.7
+ARG HELM_VERSION=3.14.3
 # NOTE: If changing, also change go version in workspace dependencies template at WorkspaceDependenciesEditor.svelte
 ARG GO_VERSION=1.26.0
 ARG APP=/usr/src/app
@@ -162,15 +163,14 @@ ENV PATH /usr/local/bin:/root/.local/bin:/tmp/.local/bin:$PATH


 RUN apt-get update \
-    && apt-get upgrade -y \
-    && apt-get install -y --no-install-recommends netbase tzdata ca-certificates wget curl jq unzip build-essential unixodbc xmlsec1 tini gnupg libargon2-1 \
+    && apt-get install -y --no-install-recommends netbase tzdata ca-certificates wget curl jq unzip build-essential unixodbc xmlsec1 software-properties-common tini gnupg lsb-release \
    && if echo "$features" | grep -q "ee"; then apt-get install -y --no-install-recommends libsasl2-modules-gssapi-mit krb5-user; fi \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*

 # Install latest PostgreSQL client (pg_dump) from official PostgreSQL apt repository
 RUN curl -fsSL https://www.postgresql.org/media/keys/ACCC4CF8.asc | gpg --dearmor -o /usr/share/keyrings/postgresql-archive-keyring.gpg \
-    && echo "deb [signed-by=/usr/share/keyrings/postgresql-archive-keyring.gpg] https://apt.postgresql.org/pub/repos/apt $(. /etc/os-release; echo "$VERSION_CODENAME")-pgdg main" > /etc/apt/sources.list.d/pgdg.list \
+    && echo "deb [signed-by=/usr/share/keyrings/postgresql-archive-keyring.gpg] https://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main" > /etc/apt/sources.list.d/pgdg.list \
    && apt-get update \
    && apt-get install -y --no-install-recommends postgresql-client \
    && apt-get clean \
@@ -183,14 +183,12 @@ RUN if [ "$WITH_GIT" = "true" ]; then \
    && rm -rf /var/lib/apt/lists/*; \
    else echo 'Building the image without git'; fi;

-# PowerShell ships as a tarball: the upstream .deb depends on libicu<=74 which no longer exists in trixie
 RUN if [ "$WITH_POWERSHELL" = "true" ]; then \
-    case "$TARGETPLATFORM" in \
-    "linux/amd64") pwsh_arch=x64 ;; \
-    "linux/arm64") pwsh_arch=arm64 ;; \
-    *) pwsh_arch="" ;; \
-    esac; \
-    if [ -n "$pwsh_arch" ]; then apt-get update -y && apt install libicu76 -y && wget -O powershell.tar.gz "https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-${pwsh_arch}.tar.gz" && apt-get clean \
+    if [ "$TARGETPLATFORM" = "linux/amd64" ]; then apt-get update -y && apt install libicu-dev -y && wget -O 'pwsh.deb' "https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell_${POWERSHELL_DEB_VERSION}.deb_amd64.deb" && apt-get clean \
+    && rm -rf /var/lib/apt/lists/* && \
+    dpkg --install 'pwsh.deb' && \
+    rm 'pwsh.deb'; \
+    elif [ "$TARGETPLATFORM" = "linux/arm64" ]; then apt-get update -y && apt install libicu-dev -y && wget -O powershell.tar.gz "https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-arm64.tar.gz" && apt-get clean \
    && rm -rf /var/lib/apt/lists/* && \
    mkdir -p /opt/microsoft/powershell/7 && \
    tar zxf powershell.tar.gz -C /opt/microsoft/powershell/7 && \
@@ -235,7 +233,7 @@ ENV PATH="${PATH}:/usr/local/go/bin"
 ENV GO_PATH=/usr/local/go/bin/go

 # Install UV
-RUN curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.11.24/uv-installer.sh | sh && mv /root/.local/bin/uv /usr/local/bin/uv
+RUN curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.9.25/uv-installer.sh | sh && mv /root/.local/bin/uv /usr/local/bin/uv

 # Preinstall python runtimes to temp build location (will copy with world-writable perms later)
 # --compile-bytecode precompiles the stdlib to .pyc so jobs don't recompile it on every run
@@ -294,7 +292,7 @@ RUN bun install -g windmill-cli \
 RUN curl -fsSL https://claude.ai/install.sh | bash \
    && cp /root/.local/share/claude/versions/* /usr/bin/claude

-COPY --from=php:8.3.30-cli-trixie /usr/local/bin/php /usr/bin/php
+COPY --from=php:8.3.30-cli-bookworm /usr/local/bin/php /usr/bin/php
 COPY --from=composer:2.9.5 /usr/bin/composer /usr/bin/composer

 # add the docker client to call docker from a worker if enabled
@@ -305,13 +303,13 @@ ENV CARGO_HOME="/tmp/windmill/cache/cargo"
 ENV LD_LIBRARY_PATH="."

 # nsjail runtime deps and binary
-RUN apt-get update && apt-get install -y --no-install-recommends libprotobuf32t64 libnl-route-3-200 libnl-3-200 \
+RUN apt-get update && apt-get install -y --no-install-recommends libprotobuf32 libnl-route-3-200 libnl-3-200 \
    && apt-get clean && rm -rf /var/lib/apt/lists/*
 COPY --from=nsjail /nsjail/nsjail /bin/nsjail

 # crane: pulls + flattens images for the sandboxed container runtime (`# sandbox <image>`).
 # Single static binary — no daemon/store/root needed. See docs/docker-v2-runtime.md.
-ARG CRANE_VERSION=v0.21.7
+ARG CRANE_VERSION=v0.20.6
 RUN arch="$(dpkg --print-architecture)"; \
    case "$arch" in amd64) crane_arch=x86_64 ;; arm64) crane_arch=arm64 ;; *) echo >&2 "error: unsupported arch '$arch' for crane"; exit 1 ;; esac; \
    wget -O /tmp/crane.tgz "https://github.com/google/go-containerregistry/releases/download/${CRANE_VERSION}/go-containerregistry_Linux_${crane_arch}.tar.gz" \
@@ -1,14 +1,208 @@
-# AI Evals
+# AI Evals Authoring Guide

-Black-box benchmark cases for the Windmill AI generation modes (`flow`, `app`,
-`script`, `cli`, `global`).
+This folder contains black-box benchmark cases for:

-**Authoring and running cases is documented in the `ai-evals` skill** — load it
-before adding/changing a case or running a benchmark. Claude Code reads
-`.claude/skills/ai-evals/SKILL.md`; Codex and Pi read
-`.agents/skills/ai-evals/SKILL.md` (same canonical file). Invoke with `/ai-evals` in
-Claude Code, `$ai-evals` in Codex, or `pi --skill ai-evals`.
+- `flow`
+- `app`
+- `script`
+- `cli`
+- `global`

-For AI chat / copilot changes that these evals measure, see the `ai-chat` skill.
+The goal is to test the current production prompts and guidance with realistic user requests, not to test one exact implementation shape.

-The full case format, fields, and fixture details remain in `ai_evals/README.md`.
+## Core rules
+
+1. Write prompts like a real user request.
+2. Prefer behavior, inputs, constraints, and outcomes over internal implementation details.
+3. Keep deterministic validation narrow and hard.
+4. Put semantic expectations in `judgeChecklist`.
+5. Use `expected` fixtures only when exact structure really matters.
+
+## Prompt writing
+
+Prompts should sound like something a user would naturally ask.
+
+Good:
+
+- "Create a flow that routes support requests based on customer tier."
+- "Add a reset button that sets the counter back to 0."
+- "Create a flow that reuses the existing greeting script instead of duplicating the logic."
+
+Bad:
+
+- "Use `branchone` with 3 branches and a default branch."
+- "Create a `rawscript` step with this exact topology."
+- "This is a benchmark harness."
+
+Do not write prompts as if the user knows Windmill internals unless the case is explicitly testing a power-user workflow.
+
+## Flow-specific rules
+
+This is the main principle you asked for:
+
+- flow prompts should read like requests from a user who does not know the product internals
+- the user should ask for behavior, not for `branchone`, `branchall`, `rawscript`, `preprocessor_module`, `failure_module`, exact graph topology, or other internal constructs
+
+That means:
+
+- creation cases should describe the business behavior and expected result
+- modification cases may mention existing step names, because the user can see the current flow
+- only mention special Windmill constructs when the case is explicitly about those constructs
+
+Examples:
+
+- acceptable creation prompt:
+  "Create a purchase approval flow that pauses for approval and asks the approver for a comment."
+- avoid:
+  "Create a suspend step with one required event and a resume form."
+
+For flow cases, do not fail a case just because the model chose a different valid topology.
+
+## App-specific rules
+
+App prompts should focus on user-visible behavior:
+
+- what the UI should let the user do
+- what should persist
+- what backend behavior is needed
+
+Avoid prompting in terms of React structure, component names, or implementation unless the case is specifically about editing an existing app.
+
+## CLI-specific rules
+
+CLI prompts can be more explicit about paths and file names because real CLI users often do specify them.
+
+Still, avoid benchmark phrasing. The prompt should read like a repo task, not a harness instruction.
+
+When relevant, ask the assistant to tell the user which `wmill` commands to run next. That is part of the benchmarked behavior.
+
+## Global-specific rules
+
+Global prompts should exercise workspace-level drafting behavior:
+
+- inspecting existing scripts, flows, apps, schedules, triggers, resources, and variables when relevant
+- writing AI drafts rather than saving or deploying by default
+- producing coherent multi-artifact changes when the request crosses artifact boundaries
+
+Keep deterministic validation focused on the draft contract: required draft type/path, required content snippets, forbidden draft paths, and forbidden mutating tools such as deploy/delete unless the case explicitly asks for them.
+
+Datatable cases should set `skipJudge: true` and validate through tool-use
+(`requiredToolsUsed` / `forbiddenToolsUsed`) and SQL-argument assertions
+(`toolCallArgs` with `stringIncludesAnyOf`, e.g. `['select']`, `['create table']`,
+`['update', 'insert into']`). Two reasons the judge is unreliable here:
+
+- `list_datatables`, `get_datatable_table_schema`, and `exec_datatable_sql`
+  produce no drafts, and the global judge only sees the drafts artifact — it
+  scores a no-draft conversational answer as empty (same as the
+  `askUserQuestion` cases).
+- Even a case that *does* produce a draft (a script reading the data table via
+  `wmill.datatable()` at runtime) is mis-judged: the judge has no datatable SDK
+  reference and penalizes correct `wmill.datatable()` usage as wrong. Verify the
+  SDK call deterministically instead — `requiredDrafts.valueIncludes: ['wmill.datatable(']`
+  plus forbidding `exec_datatable_sql` (keeping chat-time SQL distinct from
+  runtime SDK use).
+
+`stringIncludesAnyOf` is existential over calls (at least one matching call), so a
+mutation case still passes when the model mixes its UPDATE/INSERT with
+verification SELECTs. The in-memory engine (`datatableSqlEngine.ts`) is stateful
+within a case — writes persist, so a model that re-queries to verify its
+CREATE/UPDATE sees the change and does not loop. But the engine is best-effort
+(SELECT returns all rows of the referenced/first table with no WHERE/projection),
+so still never assert specific returned row values. Seed data via
+`workspace.datatables` in the `initial` fixture (see README).
+
+## Deterministic validation
+
+Use deterministic validation only for hard failures such as:
+
+- missing required files
+- unexpected extra files when the prompt says not to create them
+- syntax errors
+- unresolved flow refs
+- missing required special modules or suspend config
+- obvious artifact corruption
+
+Do not use deterministic validation to enforce one preferred implementation for broad creation tasks.
+
+Examples of bad hard checks:
+
+- exact step topology for a creation flow
+- exact branch structure when the prompt only asked for routing behavior
+- exact input shape when multiple reasonable shapes are acceptable
+
+## Judge checklist
+
+Every non-trivial case should have a `judgeChecklist`.
+
+The checklist should capture:
+
+- the user-visible behavior that must be present
+- important constraints
+- key completion criteria
+
+The checklist should not duplicate low-level implementation details unless they are truly required by the task.
+
+Good checklist items:
+
+- "the flow calculates the order total with 8% tax"
+- "the app persists recipes appropriately for a raw Windmill app"
+- "the flow reuses the existing workspace script instead of rewriting the logic"
+
+Bad checklist items:
+
+- "uses `branchone`"
+- "contains a `rawscript` node"
+
+## When to use `expected`
+
+Use `expected` fixtures when the case is structure-sensitive, for example:
+
+- exact file creation
+- exact script content
+- modification cases where a specific file must change in a specific way
+- cases where preserving an existing structure is part of the requirement
+
+Do not use a full `expected` artifact as the semantic oracle for broad creation tasks when multiple valid outputs should pass.
+
+## When to use `initial`
+
+Use `initial` when the benchmark is about:
+
+- editing an existing artifact
+- reusing existing workspace assets
+- preserving existing behavior while adding a change
+
+If the case is greenfield, prefer no `initial`.
+
+## Case design ladder
+
+Prefer suites that get gradually harder:
+
+1. trivial create case
+2. realistic create case
+3. reuse-existing-assets case
+4. modification case
+5. refactor case
+6. edge-case or niche product behavior
+
+The last cases in a suite should cover unusual or product-specific behavior.
+
+## Anti-patterns
+
+Avoid these:
+
+- benchmark framing in prompts
+- over-specified internal topology for creation tasks
+- judge checklists that just restate implementation details
+- deterministic validation that encodes one preferred solution
+- fixtures that are so minimal or brittle that they create false negatives
+
+## Before adding a case
+
+Ask:
+
+1. Would a real user plausibly write this prompt?
+2. If the model solves it in a different valid way, would the case still pass?
+3. Are the hard deterministic checks only catching objectively broken output?
+4. Does the `judgeChecklist` describe the real success criteria?
+5. If this case fails, will the reason be understandable from the saved artifacts?
@@ -11,7 +11,6 @@ import type {
 	DataTableTables,
 	DataTableTableSchema,
 	GetDraftForUserResponse,
-	GetOwnDraftResponse,
 	ListDraftsResponse,
 	ScriptLang,
 	UpdateDraftResponse,
@@ -91,13 +90,6 @@ export function resetBenchmarkMockBackend(): void {
 	benchmarkDrafts.clear()
 }

-// Stand-in for FolderService.createFolder so the global create_folder tool runs in
-// memory instead of mutating the real backend. Folders aren't otherwise modelled
-// (no folder-listing in evals), so this just echoes the created name.
-export function createBenchmarkFolder(_workspace: string, name: string): string {
-	return name
-}
-
 export function registerBenchmarkWorkspace(workspace: string): void {
 	benchmarkWorkspaces.add(workspace)
 }
@@ -295,8 +287,8 @@ export function getBenchmarkJobLogs(workspace: string, jobId: string): string {
 /**
 * In-memory stand-in for the per-user draft backend (`DraftService`). The global
 * AI chat now persists and reads drafts through the backend DB instead of an
- * in-tab `UserDraft` cell, so the eval mocks the draft endpoints it exercises
- * (`updateDraft` / `getOwnDraft` / `getDraftForUser` / `listDrafts`) and keeps the
+ * in-tab `UserDraft` cell, so the eval mocks the three draft endpoints it
+ * exercises (`updateDraft` / `getDraftForUser` / `listDrafts`) and keeps the
 * saved values here, keyed by workspace + draft kind + storage path. Mirrors the
 * semantics of the production unit test's mock in
 * `frontend/src/lib/components/copilot/chat/global/core.test.ts`.
@@ -380,20 +372,6 @@ export function getBenchmarkDraftForUser(input: {
 	return { value: entry.value, created_at: BENCHMARK_DRAFT_TIMESTAMP }
 }

-/** Mirror `DraftService.getOwnDraft`: `null` (200) when absent — unlike
- * `getDraftForUser`, absence is not an error on this route. */
-export function getBenchmarkOwnDraft(input: {
-	workspace: string
-	kind: UserDraftItemKind
-	path: string
-}): GetOwnDraftResponse {
-	const entry = benchmarkDrafts.get(benchmarkDraftKey(input.workspace, input.kind, input.path))
-	if (!entry) {
-		return null
-	}
-	return { value: entry.value, created_at: BENCHMARK_DRAFT_TIMESTAMP }
-}
-
 /** Mirror `DraftService.listDrafts`: metadata rows (no value) for a workspace. */
 export function listBenchmarkDrafts(workspace: string): ListDraftsResponse {
 	return [...benchmarkDrafts.values()]
@@ -2,7 +2,6 @@ import { afterEach, beforeEach, describe, expect, it } from 'bun:test'
 import {
 	clearBenchmarkDrafts,
 	getBenchmarkDraftForUser,
-	getBenchmarkOwnDraft,
 	listBenchmarkDrafts,
 	resetBenchmarkMockBackend,
 	seedBenchmarkDraft,
@@ -56,27 +55,6 @@ describe('mockBackend drafts', () => {
 		expect(() => getBenchmarkDraftForUser({ workspace: WORKSPACE, kind: 'variable', path: 'f/evals/token' })).toThrow()
 	})

-	it('returns null from getOwnDraft when no draft exists', () => {
-		expect(
-			getBenchmarkOwnDraft({ workspace: WORKSPACE, kind: 'trigger_schedule', path: 'u/evals/missing' })
-		).toBeNull()
-	})
-
-	// The global chat hydrates drawer-kind drafts (schedule/trigger/resource/variable)
-	// through getOwnDraft — getDraftForUser rejects those kinds as private.
-	it('hydrates a saved drawer-kind draft through getOwnDraft', () => {
-		const value = { path: 'u/evals/nightly', schedule: '0 0 9 * * *' }
-		updateBenchmarkDraft({
-			workspace: WORKSPACE,
-			kind: 'trigger_schedule',
-			path: 'u/evals/nightly',
-			requestBody: { value }
-		})
-		expect(
-			getBenchmarkOwnDraft({ workspace: WORKSPACE, kind: 'trigger_schedule', path: 'u/evals/nightly' })?.value
-		).toEqual(value)
-	})
-
 	it('throws a 404-shaped error when no draft exists', () => {
 		try {
 			getBenchmarkDraftForUser({ workspace: WORKSPACE, kind: 'script', path: 'f/evals/missing' })
@@ -40,7 +40,6 @@ vi.mock('$lib/gen', async () => {
 		getBenchmarkDraftForUser,
 		getBenchmarkFlowByPath,
 		getBenchmarkJobLogs,
-		getBenchmarkOwnDraft,
 		getBenchmarkScriptByHash,
 		getBenchmarkScriptByPath,
 		hasBenchmarkWorkspace,
@@ -50,7 +49,6 @@ vi.mock('$lib/gen', async () => {
 		listBenchmarkFlows,
 		listBenchmarkJobs,
 		listBenchmarkScripts,
-		createBenchmarkFolder,
 		createBenchmarkHttpTrigger,
 		createBenchmarkSchedule,
 		previewBenchmarkSchedule,
@@ -87,21 +85,11 @@ vi.mock('$lib/gen', async () => {
 				hasBenchmarkWorkspace(data.workspace)
 					? getBenchmarkDraftForUser(data)
 					: actual.DraftService.getDraftForUser(data),
-			getOwnDraft: async (data: { workspace: string; kind: any; path: string }) =>
-				hasBenchmarkWorkspace(data.workspace)
-					? getBenchmarkOwnDraft(data)
-					: actual.DraftService.getOwnDraft(data),
 			listDrafts: async (data: { workspace: string }) =>
 				hasBenchmarkWorkspace(data.workspace)
 					? listBenchmarkDrafts(data.workspace)
 					: actual.DraftService.listDrafts(data)
 		}),
-		FolderService: wrapService(actual.FolderService, {
-			createFolder: async (data: { workspace: string; requestBody: { name: string } }) =>
-				hasBenchmarkWorkspace(data.workspace)
-					? createBenchmarkFolder(data.workspace, data.requestBody.name)
-					: actual.FolderService.createFolder(data)
-		}),
 		ScriptService: wrapService(actual.ScriptService, {
 			listScripts: async (data: { workspace: string }) =>
 				hasBenchmarkWorkspace(data.workspace)
@@ -359,8 +359,6 @@
      - request_approval
      - finalize_purchase
    topLevelStepTypes:
-      - id: request_approval
-        type: [rawscript, script]
      - id: finalize_purchase
        type: rawscript
    schemaRequiredPaths:
@@ -375,7 +373,6 @@
  judgeChecklist:
    - "the flow includes an approval step named `request_approval`"
    - "`request_approval` pauses the flow and asks the approver for a comment"
-    - "`request_approval` is a real script step that generates approval/resume URLs (e.g. via `getResumeUrls`) so approvers receive an actionable link, not a no-op passthrough (identity) step"
    - one approval is enough to continue
    - "the flow includes a final step named `finalize_purchase`"
    - "`finalize_purchase` returns an approved status object after approval"
@@ -3,7 +3,6 @@
    Create a draft Bun script at `f/evals/global/greet_user`.
    It should take a string `name` input and return `Hello, ${name}!`.
    Leave it as an AI draft only; do not deploy or save it.
-  initial: ai_evals/fixtures/frontend/global/initial/user_admin_evals_folder.json
  runtime:
    maxTurns: 10
  validate:
@@ -872,207 +871,6 @@
    - fetches the logs for the requested job id
    - explains the failure from the returned logs (connection refused to the upstream API)

-# --- Page navigation (open_page) ---
-# The assistant should take the user to a Windmill page (Runs/Schedules) with the
-# right filters via open_page, rather than describing where to click or dumping the
-# data. No draft is produced, so the global judge is skipped and we validate the
-# tool call and its arguments.
-
- id: global-openpage1-runs-failed-of-script
-  prompt: |-
-    Take me to the failed runs of the script at f/evals/global/greet_user so I can see what's going wrong.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - open_page
-    forbiddenToolsUsed:
-      - write_script
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: open_page
-        field: page
-        stringIncludesAnyOf:
-          - runs
-      - tool: open_page
-        field: status
-        stringIncludesAnyOf:
-          - failure
-      - tool: open_page
-        field: path
-        stringIncludesAnyOf:
-          - f/evals/global/greet_user
-  skipJudge: true
-  judgeChecklist:
-    - opens the Runs page filtered to the failed runs of f/evals/global/greet_user
-    - applies both the failure status and the script path as filters
-    - does not write, deploy, or delete anything
-
- id: global-openpage2-runs-of-schedule
-  prompt: |-
-    Open the runs page filtered to the jobs triggered by the schedule f/evals/global/nightly_digest.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - open_page
-    forbiddenToolsUsed:
-      - write_script
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: open_page
-        field: page
-        stringIncludesAnyOf:
-          - runs
-      - tool: open_page
-        field: schedule_path
-        stringIncludesAnyOf:
-          - f/evals/global/nightly_digest
-  skipJudge: true
-  judgeChecklist:
-    - opens the Runs page filtered to jobs triggered by the f/evals/global/nightly_digest schedule
-    - passes the schedule path as the filter
-    - does not write, deploy, or delete anything
-
- id: global-openpage3-open-schedule
-  prompt: |-
-    Open the schedule f/evals/global/nightly_digest so I can review and edit it.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - open_page
-    forbiddenToolsUsed:
-      - write_schedule
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: open_page
-        field: page
-        stringIncludesAnyOf:
-          - schedules
-      - tool: open_page
-        field: open
-        stringIncludesAnyOf:
-          - f/evals/global/nightly_digest
-  skipJudge: true
-  judgeChecklist:
-    - opens the Schedules page and targets the f/evals/global/nightly_digest schedule for editing
-    - passes the schedule path so the editor opens on it
-    - does not write, deploy, or delete anything
-
- id: global-openpage4-workspace-settings-tab
-  prompt: |-
-    Take me to the Git sync configuration for this workspace.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - open_page
-    forbiddenToolsUsed:
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: open_page
-        field: page
-        stringIncludesAnyOf:
-          - workspace_settings
-      - tool: open_page
-        field: tab
-        stringIncludesAnyOf:
-          - git_sync
-  skipJudge: true
-  judgeChecklist:
-    - opens the Workspace settings page on the git_sync tab
-    - does not write, deploy, or delete anything
-
- id: global-openpage5-audit-logs-user
-  prompt: |-
-    Open the audit logs filtered to actions performed by the user admin.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - open_page
-    forbiddenToolsUsed:
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: open_page
-        field: page
-        stringIncludesAnyOf:
-          - audit_logs
-      - tool: open_page
-        field: username
-        stringIncludesAnyOf:
-          - admin
-  skipJudge: true
-  judgeChecklist:
-    - opens the Audit logs page filtered to the admin user
-    - does not write, deploy, or delete anything
-
- id: global-openpage6-triggers-kind
-  prompt: |-
-    Take me to the Kafka triggers for this workspace.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - open_page
-    forbiddenToolsUsed:
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: open_page
-        field: page
-        stringIncludesAnyOf:
-          - triggers
-      - tool: open_page
-        field: trigger_kind
-        stringIncludesAnyOf:
-          - kafka
-  skipJudge: true
-  judgeChecklist:
-    - opens the Kafka triggers page
-    - does not write, deploy, or delete anything
-
- id: global-closepage1-close-runs-tab
-  prompt: |-
-    You just opened the runs page for me in the side panel. Close that tab, I'm done looking at it.
-  runtime:
-    maxTurns: 6
-  validate:
-    draftCountExactly: 0
-  toolExpect:
-    requiredToolsUsed:
-      - close_page
-    forbiddenToolsUsed:
-      - deploy_workspace_item
-      - delete_workspace_item
-    toolCallArgs:
-      - tool: close_page
-        field: match
-        stringIncludesAnyOf:
-          - runs
-  skipJudge: true
-  judgeChecklist:
-    - closes the runs preview tab in the side panel
-    - does not write, deploy, or delete anything
-
 # --- Documentation search (search_docs) ---
 # Pure product-knowledge questions: the assistant should consult the docs via
 # search_docs and answer conversationally, not draft or mutate anything. No
@@ -1380,7 +1178,7 @@
    when a new hire joins. Keep it as a draft.
  initial: ai_evals/fixtures/frontend/global/initial/user_admin_folders.json
  runtime:
-    maxTurns: 8
+    maxTurns: 6
  validate:
    draftCountExactly: 0
  toolExpect:
@@ -1423,89 +1221,3 @@
    - drafts a flow that returns the current date as an ISO string
    - places it in team_a (writable by this non-admin user) and not team_b (read-only)
    - leaves the result as a draft only
-
- id: global-test-pipeline-create-node
-  prompt: |-
-    Set up the first step of a data pipeline at `f/evals/global/orders_ingest`.
-    On a schedule, it should pull raw orders and land them in a managed DuckLake
-    table so later steps can build on it. Keep it as an AI draft only — don't
-    deploy or save it.
-  initial: ai_evals/fixtures/frontend/global/initial/user_admin_evals_folder.json
-  runtime:
-    maxTurns: 10
-  validate:
-    draftCountExactly: 1
-    requiredDrafts:
-      - type: script
-        path: f/evals/global/orders_ingest
-        valueIncludes:
-          - pipeline
-    forbiddenDrafts:
-      - type: flow
-        pathStartsWith: f/evals/global/
-  toolExpect:
-    requiredToolsUsed:
-      - write_script
-    forbiddenToolsUsed:
-      - write_flow
-      - deploy_workspace_item
-      - delete_workspace_item
-  judgeChecklist:
-    - builds a data pipeline node as a script (not a flow)
-    - marks the script as a pipeline member with the pipeline annotation in the script's comment syntax (`-- pipeline` for a DuckDB/SQL node, not `// pipeline`)
-    - declares a schedule trigger and writes its output to a managed DuckLake table
-    - leaves the result as an AI draft and does not deploy or save it
-
- id: global-test-pipeline-two-node-chain
-  prompt: |-
-    Build a small data pipeline in the `f/evals/global` folder: one step that
-    ingests orders into a DuckLake table, and a second step that reads that table
-    and writes a daily order-count rollup table. Wire the second step to run off
-    the first step's output. Keep everything as drafts — don't deploy.
-  initial: ai_evals/fixtures/frontend/global/initial/user_admin_evals_folder.json
-  runtime:
-    maxTurns: 14
-  validate:
-    draftCountAtLeast: 2
-    forbiddenDrafts:
-      - type: flow
-        pathStartsWith: f/evals/global/
-  toolExpect:
-    requiredToolsUsed:
-      - write_script
-    forbiddenToolsUsed:
-      - write_flow
-      - deploy_workspace_item
-      - delete_workspace_item
-  judgeChecklist:
-    - creates two data pipeline nodes as scripts (not a flow) in f/evals/global
-    - both scripts carry the pipeline annotation in their comment syntax (`-- pipeline` for DuckDB/SQL nodes, not `// pipeline`)
-    - the first ingests orders into a DuckLake table
-    - the second reads that same table and writes a daily rollup, wired to the first step's output asset
-    - leaves both as AI drafts without deploying
-
- id: global-path5-create-folder-then-draft
-  prompt: |-
-    Create a new shared folder called "analytics" for our data work, then draft a
-    script in it that returns the current timestamp as an ISO string. Keep the
-    script as a draft.
-  initial: ai_evals/fixtures/frontend/global/initial/user_admin_empty.json
-  runtime:
-    maxTurns: 10
-  validate:
-    draftCountExactly: 1
-    requiredDrafts:
-      - type: script
-        pathStartsWith: f/analytics/
-  toolExpect:
-    requiredToolsUsed:
-      - create_folder
-      - write_script
-    forbiddenToolsUsed:
-      - deploy_workspace_item
-      - delete_workspace_item
-  skipJudge: true
-  judgeChecklist:
-    - creates a new shared folder named "analytics" via create_folder
-    - drafts a script placed in that folder (f/analytics/...) returning an ISO timestamp
-    - leaves the script as a draft only
@@ -212,9 +212,6 @@ describe("loadCases", () => {
        },
      ],
    });
-    expect(caseEntry?.initialPath).toContain(
-      "ai_evals/fixtures/frontend/global/initial/user_admin_evals_folder.json"
-    );
    expect(caseEntry?.toolExpect).toMatchObject({
      requiredToolsUsed: ["write_script"],
      forbiddenToolsUsed: ["deploy_workspace_item", "delete_workspace_item"],
@@ -47,7 +47,7 @@ export interface FlowValidationSpec {
  }>;
  topLevelStepTypes?: Array<{
    id: string;
-    type: string | string[];
+    type: string;
  }>;
  moduleRules?: Array<{
    id: string;
@@ -1378,14 +1378,11 @@ function validateFlowRequirements(
      continue;
    }

-    const allowedTypes = Array.isArray(requiredStep.type)
-      ? requiredStep.type
-      : [requiredStep.type];
    checks.push(
      check(
        `${requiredStep.id} type matches required`,
-        allowedTypes.includes(getModuleType(module) ?? ""),
-        `expected ${allowedTypes.join(" or ")}, got ${getModuleType(module) ?? "(missing)"}`
+        getModuleType(module) === requiredStep.type,
+        `expected ${requiredStep.type}, got ${getModuleType(module) ?? "(missing)"}`
      )
    );
  }
@@ -1,8 +0,0 @@
-{
-  "user": {
-    "username": "admin",
-    "is_admin": true,
-    "folders": ["evals"],
-    "folders_read": ["evals"]
-  }
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM datatable_migrations WHERE workspace_id = $1 AND datatable = ANY($2::text[])",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "TextArray"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "00e9fc3fed9379264881c58df9404ab3569a0611b33c261602d62e9c847c583e"
-}
@@ -1,33 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "UPDATE materialized_asset_schema\n                    SET snapshot_id = $5, job_id = $6, captured_at = now()\n                  WHERE workspace_id = $1 AND asset_kind = $2 AND asset_path = $3\n                    AND version = $4",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        {
-          "Custom": {
-            "name": "asset_kind",
-            "kind": {
-              "Enum": [
-                "s3object",
-                "resource",
-                "variable",
-                "ducklake",
-                "datatable",
-                "volume"
-              ]
-            }
-          }
-        },
-        "Text",
-        "Int8",
-        "Int8",
-        "Uuid"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "01732ca02b1888145c48c4e51e5b5829657224a743af9c0b2d5a140ad70e13dd"
-}
@@ -0,0 +1,38 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n        DELETE FROM asset\n        WHERE (workspace_id, path, kind) IN (\n            SELECT workspace_id, path, kind FROM (\n                SELECT a.workspace_id, a.path, a.kind, a.usage_kind, ROW_NUMBER() OVER (\n                    PARTITION BY a.workspace_id, a.path, a.kind\n                    ORDER BY a.created_at DESC\n                ) as rn,\n                limits.max_n\n                FROM asset a\n                INNER JOIN (\n                    SELECT * FROM UNNEST(\n                        $1::varchar[], \n                        $2::varchar[], \n                        $3::asset_kind[],\n                        $4::int[]\n                    ) AS t(workspace_id, path, kind, max_n)\n                ) limits\n                ON a.workspace_id = limits.workspace_id \n                AND a.path = limits.path \n                AND a.kind = limits.kind\n                WHERE a.usage_kind = 'job'\n            ) ranked\n            WHERE rn > max_n\n        )",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "VarcharArray",
+        "VarcharArray",
+        {
+          "Custom": {
+            "name": "asset_kind[]",
+            "kind": {
+              "Array": {
+                "Custom": {
+                  "name": "asset_kind",
+                  "kind": {
+                    "Enum": [
+                      "s3object",
+                      "resource",
+                      "variable",
+                      "ducklake",
+                      "datatable",
+                      "volume"
+                    ]
+                  }
+                }
+              }
+            }
+          }
+        },
+        "Int4Array"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "02e526146f3584cd599dec708e1be48db3b0cd1c74adbfa2e4039377daa016f0"
+}
@@ -1,28 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT workspace_id as \"workspace_id!\", MIN(completed_at) as oldest\n             FROM v2_job_completed\n             WHERE workspace_id = ANY($1::text[])\n             GROUP BY workspace_id",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "workspace_id!",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "oldest",
-        "type_info": "Timestamptz"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "TextArray"
-      ]
-    },
-    "nullable": [
-      false,
-      null
-    ]
-  },
-  "hash": "056231b872a080a257c034489127e253678631e091b9e4223842648a4475dbbf"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "UPDATE workspace_settings SET deploy_to = $1 WHERE deploy_to = $2",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "0621faf69b1ef866a95f6310c9651875df409a2d2d72ada629bd71e8abdbbf8b"
-}
@@ -46,11 +46,11 @@
      ]
    },
    "nullable": [
-      true,
-      true,
-      true,
-      true,
-      true,
+      false,
+      false,
+      false,
+      false,
+      false,
      true,
      true
    ]
@@ -1,20 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT SUM(pg_database_size(datname))::BIGINT AS \"v!\" FROM pg_database",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "v!",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": []
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "074dd26f6427f4ff97e92c35163ad042144e656adcca56a4936a2eb196d3f48c"
-}
@@ -35,8 +35,7 @@
                "ci_test",
                "github",
                "azure",
-                "asset",
-                "freshness"
+                "asset"
              ]
            }
          }
@@ -1,6 +1,6 @@
 {
  "db_name": "PostgreSQL",
-  "query": "SELECT path, kind, ahead, behind, has_changes, exists_in_source, exists_in_fork FROM workspace_diff\n        WHERE source_workspace_id = $1 AND fork_workspace_id = $2\n        AND NOT EXISTS (\n            SELECT 1 FROM ws_specific ws\n            WHERE ws.path = workspace_diff.path\n              AND ws.item_kind = workspace_diff.kind\n              AND ws.workspace_id IN (workspace_diff.source_workspace_id, workspace_diff.fork_workspace_id)\n        )",
+  "query": "SELECT path, kind, ahead, behind, has_changes, exists_in_source, exists_in_fork FROM workspace_diff\n        WHERE source_workspace_id = $1 AND fork_workspace_id = $2",
  "describe": {
    "columns": [
      {
@@ -55,5 +55,5 @@
      true
    ]
  },
-  "hash": "2ec9f88ad80d192a2066764222fdfed7c553de4df8e876ff8589738dea93d0cf"
+  "hash": "0b8e5fe95f4a2855678ca041b50405b698a368626da42dd9f4ce9d0681d016a1"
 }
@@ -1,34 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT\n                (SELECT MIN(completed_at) FROM v2_job_completed) as true_oldest,\n                (SELECT MIN(completed_at) FROM v2_job_completed\n                 WHERE workspace_id <> ALL($1::text[])) as global_oldest,\n                (SELECT COUNT(*) FROM v2_job_completed) as total",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "true_oldest",
-        "type_info": "Timestamptz"
-      },
-      {
-        "ordinal": 1,
-        "name": "global_oldest",
-        "type_info": "Timestamptz"
-      },
-      {
-        "ordinal": 2,
-        "name": "total",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "TextArray"
-      ]
-    },
-    "nullable": [
-      null,
-      null,
-      null
-    ]
-  },
-  "hash": "0d373b2600273763c002b1e75f743e1b981f7884df99f033838c4336bea2b051"
-}
@@ -1,23 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT args->>$2 FROM v2_job WHERE id = ANY($1)",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "?column?",
-        "type_info": "Text"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "UuidArray",
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "0d6c3399bc637e2c599534c2cafacf623cd6e5fde2d075a4f1f0d4852efcedca"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM pipeline_freshness_state WHERE workspace_id = $1 AND script_path = $2",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "0e22295e40bfc173d85f0a962d491f3afd87eeea5e4e8d935b1b86eb02f061e7"
-}
@@ -1,77 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT DISTINCT ON (mp.asset_kind, mp.asset_path)\n                  mp.asset_kind AS \"asset_kind: AssetKind\", mp.asset_path,\n                  mp.snapshot_id AS \"snapshot_id!\", mp.partition\n             FROM materialized_partition mp\n             JOIN unnest($2::ASSET_KIND[], $3::text[]) AS u(kind, path)\n               ON mp.asset_kind = u.kind AND mp.asset_path = u.path\n            WHERE mp.workspace_id = $1\n              AND mp.status = 'materialized' AND mp.snapshot_id IS NOT NULL\n            ORDER BY mp.asset_kind, mp.asset_path, mp.snapshot_id DESC",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "asset_kind: AssetKind",
-        "type_info": {
-          "Custom": {
-            "name": "asset_kind",
-            "kind": {
-              "Enum": [
-                "s3object",
-                "resource",
-                "variable",
-                "ducklake",
-                "datatable",
-                "volume"
-              ]
-            }
-          }
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "asset_path",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 2,
-        "name": "snapshot_id!",
-        "type_info": "Int8"
-      },
-      {
-        "ordinal": 3,
-        "name": "partition",
-        "type_info": "Text"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        {
-          "Custom": {
-            "name": "asset_kind[]",
-            "kind": {
-              "Array": {
-                "Custom": {
-                  "name": "asset_kind",
-                  "kind": {
-                    "Enum": [
-                      "s3object",
-                      "resource",
-                      "variable",
-                      "ducklake",
-                      "datatable",
-                      "volume"
-                    ]
-                  }
-                }
-              }
-            }
-          }
-        },
-        "TextArray"
-      ]
-    },
-    "nullable": [
-      false,
-      false,
-      true,
-      false
-    ]
-  },
-  "hash": "0ee4a4dc8c6f09e7027bd99f98d8d1d346f9d67056ef272314dd9b80bee9f285"
-}
@@ -1,31 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT\n            schedule.path, t.jobs FROM schedule,\n            LATERAL(SELECT ARRAY(\n                SELECT json_build_object('id', id, 'success', status = 'success', 'duration_ms', duration_ms)\n                FROM v2_job_completed c JOIN v2_job j USING (id)\n                WHERE trigger_kind = 'schedule'\n                    AND trigger = schedule.path\n                    AND c.workspace_id = $1\n                    AND j.workspace_id = $1\n                    AND parent_job IS NULL AND runnable_path = schedule.script_path\n                    AND status <> 'skipped'\n                ORDER BY completed_at DESC\n                LIMIT 20\n            ) AS jobs) t\n        WHERE workspace_id = $1 AND NOT starts_with(schedule.path, $4)\n        ORDER BY edited_at DESC\n        LIMIT $2 OFFSET $3",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "path",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "jobs",
-        "type_info": "JsonArray"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Int8",
-        "Int8",
-        "Text"
-      ]
-    },
-    "nullable": [
-      false,
-      null
-    ]
-  },
-  "hash": "0f141ca6a58901dee1ddcf25694d76a4e5702c0324a27ef3a5740ef5d98d8946"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO script (workspace_id, path, hash, content, summary, description, language, created_by, created_at, archived, schema_validation, ws_error_handler_muted, deleted, extra_perms)\n         VALUES ('test-workspace', 'f/restricted/item', 314159, 'def main(): return 1', '', '', 'python3', 'test-user', NOW(), false, false, false, false, '{}'::jsonb)",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": []
-    },
-    "nullable": []
-  },
-  "hash": "0ff0b7abad7717d7de398f629853b22cb831e91026dcd59d362a6d4382dc240b"
-}
@@ -1,58 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n        SELECT language AS \"language!: _\", COUNT(*)::BIGINT AS \"count!\"\n        FROM script\n        WHERE archived = false AND deleted = false AND kind = 'script'\n          AND (auto_kind IS NULL OR auto_kind <> 'wac')\n        GROUP BY language\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "language!: _",
-        "type_info": {
-          "Custom": {
-            "name": "script_lang",
-            "kind": {
-              "Enum": [
-                "python3",
-                "deno",
-                "go",
-                "bash",
-                "postgresql",
-                "nativets",
-                "bun",
-                "mysql",
-                "bigquery",
-                "snowflake",
-                "graphql",
-                "powershell",
-                "mssql",
-                "php",
-                "bunnative",
-                "rust",
-                "ansible",
-                "csharp",
-                "oracledb",
-                "nu",
-                "java",
-                "duckdb",
-                "ruby",
-                "rlang"
-              ]
-            }
-          }
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "count!",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": []
-    },
-    "nullable": [
-      false,
-      null
-    ]
-  },
-  "hash": "11813108dbf6b104eba968c3609c74ac5a589542d3e76b1e756a82fb19d49ee8"
-}
@@ -1,46 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT name, params, body, is_table_macro, provider_path FROM macro_definition WHERE workspace_id = $1",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "name",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "params",
-        "type_info": "Text"
-      },
-      {
-        "ordinal": 2,
-        "name": "body",
-        "type_info": "Text"
-      },
-      {
-        "ordinal": 3,
-        "name": "is_table_macro",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 4,
-        "name": "provider_path",
-        "type_info": "Varchar"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      false,
-      false,
-      false,
-      false,
-      false
-    ]
-  },
-  "hash": "12dec9fa086fd231cdba2ecaa4585b62e55f43d448332ff88d8f036443b1edd7"
-}
@@ -1,16 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO schedule (\n            workspace_id, path, edited_by, edited_at, schedule, enabled, script_path,\n            args, extra_perms, is_flow, email, error, timezone, on_failure,\n            on_recovery, on_failure_times, on_failure_exact, on_failure_extra_args,\n            on_recovery_times, on_recovery_extra_args, ws_error_handler_muted, retry,\n            summary, no_flow_overlap, tag, paused_until, on_success, on_success_extra_args,\n            cron_version, description, dynamic_skip, permissioned_as, labels\n        )\n        SELECT\n            $1, path, edited_by, edited_at, schedule, FALSE, script_path,\n            args, extra_perms, is_flow, email, error, timezone, on_failure,\n            on_recovery, on_failure_times, on_failure_exact, on_failure_extra_args,\n            on_recovery_times, on_recovery_extra_args, ws_error_handler_muted, retry,\n            summary, no_flow_overlap, tag, paused_until, on_success, on_success_extra_args,\n            cron_version, description, dynamic_skip, permissioned_as, labels\n        FROM schedule WHERE workspace_id = $2 AND path NOT LIKE $3",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "142ae6939440654da21ebb06acf838563f28e832e37e5c165329441d8471acdb"
-}
@@ -0,0 +1,26 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n        WITH completed AS (\n            INSERT INTO v2_job_completed\n                (workspace_id, id, started_at, duration_ms, result,\n                 flow_status, workflow_as_code_status, status, worker)\n            SELECT\n                q.workspace_id, q.id, q.started_at,\n                (EXTRACT('epoch' FROM now()) - EXTRACT('epoch' FROM COALESCE(q.started_at, now()))) * 1000,\n                CASE WHEN q.running\n                    THEN $3::text::jsonb\n                    ELSE $4::text::jsonb\n                END,\n                s.flow_status,\n                s.workflow_as_code_status,\n                'skipped'::job_status,\n                q.worker\n            FROM v2_job_queue q\n            LEFT JOIN v2_job_status s ON s.id = q.id\n            WHERE q.id = $1\n            ON CONFLICT (id) DO UPDATE SET status = EXCLUDED.status, result = EXCLUDED.result\n            RETURNING 1 AS x\n        ), _deleted AS (\n            DELETE FROM v2_job_queue WHERE id = $1\n        ), _logged AS (\n            INSERT INTO job_logs (logs, job_id, workspace_id)\n            VALUES ($5, $1, $2)\n            ON CONFLICT (job_id) DO UPDATE SET logs = concat(job_logs.logs, EXCLUDED.logs)\n        )\n        SELECT x FROM completed\n        ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "x",
+        "type_info": "Int4"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Varchar",
+        "Text",
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "1437b432d2c23e30eb05443e83069cdb049f65ec299b0778ce14677728cf6346"
+}
@@ -1,23 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT EXISTS(SELECT 1 FROM datatable_migrations WHERE workspace_id = $1 AND datatable = $2)",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "exists",
-        "type_info": "Bool"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "15c0584e9eb078442f6928adb894324c47e010e3554c14e755a7e045453745bb"
-}
@@ -1,28 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT id, name FROM workspace WHERE parent_workspace_id = $1 AND is_dev_workspace AND deleted = false",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "id",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "name",
-        "type_info": "Varchar"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      false,
-      false
-    ]
-  },
-  "hash": "165abf847773c7fe718fa6c832b259bf2dc531bc468d2ab27f76c9c653be0b9a"
-}
@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n                SELECT ws.datatable->'datatables' AS datatable_name\n                FROM workspace_settings ws\n                WHERE ws.workspace_id = $1\n            ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "datatable_name",
+        "type_info": "Jsonb"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "16a67b92dbd32024838983184e6974f2ce577b78decd6b821096c9f2f252ae8b"
+}
@@ -1,28 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT (parent_workspace_id IS NOT NULL) AS \"has_parent!\", is_dev_workspace\n           FROM workspace WHERE id = $1",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "has_parent!",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 1,
-        "name": "is_dev_workspace",
-        "type_info": "Bool"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      null,
-      false
-    ]
-  },
-  "hash": "16c7838ecfcea5fd231f2a4766f691a9a11ca7bb9797b81444419d6a72883531"
-}
@@ -1,6 +1,6 @@
 {
  "db_name": "PostgreSQL",
-  "query": "INSERT INTO usr\n           (workspace_id, email, username, is_admin)\n           SELECT $1, email, username, is_admin FROM usr\n         WHERE workspace_id = $3 AND email = $2\n         ON CONFLICT DO NOTHING\n        ",
+  "query": "INSERT INTO usr\n           (workspace_id, email, username, is_admin)\n           SELECT $1, email, username, is_admin FROM usr\n         WHERE workspace_id = $3 AND email = $2\n        ",
  "describe": {
    "columns": [],
    "parameters": {
@@ -12,5 +12,5 @@
    },
    "nullable": []
  },
-  "hash": "42a0ba479ff164cc190c350927e13902ed94816142faf15446b4b9f19c3097d7"
+  "hash": "1a9f2ed5045016a3953db335957b26f41efc8a3cad7af7bc8fe97df6a5bf5078"
 }
@@ -1,18 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO workspace_multipart_inflight\n           (workspace_id, upload_id, storage, inflight_bytes, target_existing_size)\n         VALUES ($1, $2, $3, $4, $5)\n         ON CONFLICT (workspace_id, upload_id)\n         DO UPDATE SET inflight_bytes = $4",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Varchar",
-        "Varchar",
-        "Int8",
-        "Int8"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "1b05728b33decc39766ccacca50464b5ff9f34e43fbcc38154939461aadfca9f"
-}
@@ -0,0 +1,27 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "DELETE FROM asset WHERE workspace_id = $1 AND usage_path = $2 AND usage_kind = $3",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text",
+        {
+          "Custom": {
+            "name": "asset_usage_kind",
+            "kind": {
+              "Enum": [
+                "script",
+                "flow",
+                "job"
+              ]
+            }
+          }
+        }
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "1c5caaaa86e3488549cad179e992172315be5d53dcc266d713da01fd27f310b6"
+}
@@ -1,18 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n            INSERT INTO workspace_protection_rule (workspace_id, name, rules, bypass_groups, bypass_users)\n            VALUES ($1, $2, $3, $4, $5)\n            ON CONFLICT (workspace_id, name)\n            DO UPDATE SET rules = EXCLUDED.rules,\n                          bypass_groups = EXCLUDED.bypass_groups,\n                          bypass_users = EXCLUDED.bypass_users\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Varchar",
-        "Int4",
-        "TextArray",
-        "TextArray"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "1cd7c77e7a6a5c13c4ca521098bb07c1d805d21899fe0ebac22132b248ffd242"
-}
@@ -1,17 +1,12 @@
 {
  "db_name": "PostgreSQL",
-  "query": "SELECT restart_unless_cancelled, timeout FROM script WHERE hash = $1 AND workspace_id = $2",
+  "query": "SELECT restart_unless_cancelled FROM script WHERE hash = $1 AND workspace_id = $2",
  "describe": {
    "columns": [
      {
        "ordinal": 0,
        "name": "restart_unless_cancelled",
        "type_info": "Bool"
-      },
-      {
-        "ordinal": 1,
-        "name": "timeout",
-        "type_info": "Int4"
      }
    ],
    "parameters": {
@@ -21,9 +16,8 @@
      ]
    },
    "nullable": [
-      true,
      true
    ]
  },
-  "hash": "1debd472c9ffd2fc78877484f93db51f9aabed54f9894eda8ad610053ad76ce6"
+  "hash": "1d27895aa42ccbb542479b19baefd62790205b529ab0d8af36f18c470e8bb838"
 }
@@ -1,32 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM v2_job_completed\n                 WHERE id IN (\n                     SELECT jc.id FROM v2_job_completed jc\n                     LEFT JOIN v2_job j ON j.id = jc.id\n                     WHERE jc.workspace_id = $5\n                       AND jc.completed_at <= now() - ($1::bigint::text || ' s')::interval\n                       AND jc.completed_at >= COALESCE($4::timestamptz, '-infinity'::timestamptz)\n                       AND COALESCE(j.root_job, j.flow_innermost_root_job, jc.id) NOT IN (\n                           SELECT u FROM unnest($3::uuid[]) AS u WHERE u IS NOT NULL\n                       )\n                     ORDER BY jc.completed_at ASC\n                     LIMIT $2\n                     FOR UPDATE OF jc SKIP LOCKED\n                 )\n                 RETURNING id, completed_at",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "id",
-        "type_info": "Uuid"
-      },
-      {
-        "ordinal": 1,
-        "name": "completed_at",
-        "type_info": "Timestamptz"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Int8",
-        "Int8",
-        "UuidArray",
-        "Timestamptz",
-        "Text"
-      ]
-    },
-    "nullable": [
-      false,
-      false
-    ]
-  },
-  "hash": "20d62e1937c855cc6887597b3860e991cb539320f4c8321af94416f702108e2e"
-}
@@ -1,29 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT consumer_path AS \"consumer_path!\", macro_name AS \"macro_name!\"\n           FROM macro_usage\n           WHERE workspace_id = $1\n             AND ($2::text IS NULL OR consumer_path LIKE $2)",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "consumer_path!",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "macro_name!",
-        "type_info": "Varchar"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": [
-      false,
-      false
-    ]
-  },
-  "hash": "21242859ee6b72466c6bfb9d826a7159de4488adccb9349cddfbdd572b4005e9"
-}
@@ -38,9 +38,7 @@
                "google",
                "ci_test",
                "github",
-                "azure",
-                "asset",
-                "freshness"
+                "azure"
              ]
            }
          }
@@ -77,9 +75,7 @@
                "google",
                "ci_test",
                "github",
-                "azure",
-                "asset",
-                "freshness"
+                "azure"
              ]
            }
          }
@@ -1,14 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM macro_definition WHERE workspace_id = $1",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "246e302feda95892d5eb1a43a29d4d4739fd663cf34f00d947f24b47c481f035"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM native_retry_attempt nra WHERE NOT EXISTS (SELECT 1 FROM v2_job WHERE id = nra.job_id)",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": []
-    },
-    "nullable": []
-  },
-  "hash": "255310c81beab0bc4cff13e966c84af7833264f208a94d20a5c8f216040c43cd"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO script_trigger (workspace_id, runnable_kind, runnable_path, trigger_kind, trigger_ref, join_all, debounce_s, retry_count, retry_delay_s)\n         SELECT $2, runnable_kind, runnable_path, trigger_kind, trigger_ref, join_all, debounce_s, retry_count, retry_delay_s\n         FROM script_trigger WHERE workspace_id = $1",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Varchar"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "256a302afef987857016f2fa636d15474599734bc46ede6930650e2cba5d8a46"
-}
@@ -1,22 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n            WITH RECURSIVE chain AS (\n                SELECT id, parent_workspace_id, 0 AS depth\n                FROM workspace WHERE id = $1\n                UNION ALL\n                SELECT w.id, w.parent_workspace_id, chain.depth + 1\n                FROM workspace w\n                JOIN chain ON w.id = chain.parent_workspace_id\n                WHERE chain.depth < 20\n            )\n            SELECT COALESCE(MAX(depth), 0)::bigint AS \"depth!\" FROM chain\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "depth!",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "27a131537cee699ae53088cfd710b70eb81b4e6b8f79d57db9d1d12d7f3ffde2"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM schedule WHERE workspace_id = $1 AND path = ANY($2)",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "TextArray"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "28ec31481bdaae8b0512d21d074da5d913caa8d935b33ad8f21336dedefd1c23"
-}
@@ -1,18 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO workspace (id, name, owner, deleted, premium, parent_workspace_id, is_dev_workspace)\n         SELECT $1, $2, owner, false, premium,\n                CASE WHEN $4 THEN parent_workspace_id ELSE NULL END, $5\n         FROM workspace WHERE id = $3",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Varchar",
-        "Text",
-        "Bool",
-        "Bool"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "29eb2c40e13d6e1ff7c37a05ab107829242f015a331bf15600986be3963878ee"
-}
@@ -1,62 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT version, columns AS \"columns: Json<Vec<SchemaColumn>>\",\n                  snapshot_id, job_id, captured_at\n             FROM materialized_asset_schema\n            WHERE workspace_id = $1 AND asset_kind = $2 AND asset_path = $3\n            ORDER BY version DESC",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "version",
-        "type_info": "Int8"
-      },
-      {
-        "ordinal": 1,
-        "name": "columns: Json<Vec<SchemaColumn>>",
-        "type_info": "Jsonb"
-      },
-      {
-        "ordinal": 2,
-        "name": "snapshot_id",
-        "type_info": "Int8"
-      },
-      {
-        "ordinal": 3,
-        "name": "job_id",
-        "type_info": "Uuid"
-      },
-      {
-        "ordinal": 4,
-        "name": "captured_at",
-        "type_info": "Timestamptz"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        {
-          "Custom": {
-            "name": "asset_kind",
-            "kind": {
-              "Enum": [
-                "s3object",
-                "resource",
-                "variable",
-                "ducklake",
-                "datatable",
-                "volume"
-              ]
-            }
-          }
-        },
-        "Text"
-      ]
-    },
-    "nullable": [
-      false,
-      false,
-      true,
-      true,
-      false
-    ]
-  },
-  "hash": "2a28f13c1f06a77bc9a164393cccf0d8d2a3d7e8552d8ad09512d2d6bf27c3fb"
-}
@@ -42,8 +42,7 @@
                "trigger_cli",
                "trigger_nextcloud",
                "trigger_google",
-                "trigger_github",
-                "data_pipeline"
+                "trigger_github"
              ]
            }
          }
@@ -1,16 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "UPDATE datatable_migrations SET datatable = $3 WHERE workspace_id = $1 AND datatable = $2",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text",
-        "Varchar"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "2c543583bcf7bcaf2f422638ce0741a2e193f18ffa11d08e8ca49cef5c3b850c"
-}
@@ -1,22 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n            WITH RECURSIVE tree AS (\n                SELECT id, deleted, 0 AS depth FROM workspace WHERE id = $1\n                UNION ALL\n                SELECT w.id, w.deleted, tree.depth + 1 FROM workspace w\n                JOIN tree ON w.parent_workspace_id = tree.id\n                WHERE tree.depth < 20\n            )\n            SELECT COALESCE(MAX(depth) FILTER (WHERE NOT deleted), 0)::bigint AS \"height!\" FROM tree\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "height!",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "2eb746c4cc5c65e277d4c3a12e0bc9b6a776a4941e68d8e2b31904c677493e2d"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO ws_specific (workspace_id, item_kind, path)\n                 SELECT $1::varchar, 'resource', $2::varchar\n                 WHERE EXISTS (SELECT 1 FROM resource WHERE workspace_id = $1::varchar AND path = $2::varchar)\n                 ON CONFLICT DO NOTHING",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Varchar"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "3020d5477b4822f1b0e3b2e4f2947e24754b919f7ee1aa2e7c1cb8c36e9e94b1"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO workspace_diff\n         (source_workspace_id, fork_workspace_id, path, kind, ahead, behind, has_changes, exists_in_source, exists_in_fork)\n         VALUES ('test-workspace', 'wm-fork-guard-test', 'f/restricted/item', 'script', 1, 0, true, true, true)",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": []
-    },
-    "nullable": []
-  },
-  "hash": "3211c7631f46975fc0127f106e84676237a3b37ffa59ff6c9134df79eed3b680"
-}
@@ -1,22 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT EXISTS(SELECT 1 FROM native_retry_attempt WHERE job_id = $1) AS \"exists!\"",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "exists!",
-        "type_info": "Bool"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Uuid"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "3419f7b1ec6dad074f1688cc790a42db9eb56c32047ab28457e04776c1bff76a"
-}
@@ -1,22 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT (parent_workspace_id IS NOT NULL) AS \"is_fork!\" FROM workspace WHERE id = $1",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "is_fork!",
-        "type_info": "Bool"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "34b94da001dafbbe66b3b945e71e33128bbc0dcdba9850ccbe4dc278836513bd"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM skip_workspace_diff_tally WHERE workspace_id IN ('test-workspace', 'wm-fork-guard-test')",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": []
-    },
-    "nullable": []
-  },
-  "hash": "3535965aed37a1cc853b229e062d4aac2dbb2ef7596d819db222fb87187d9c4b"
-}
@@ -1,23 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT target_existing_size FROM workspace_multipart_inflight\n         WHERE workspace_id = $1 AND upload_id = $2 LIMIT 1",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "target_existing_size",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": [
-      false
-    ]
-  },
-  "hash": "3571fb1e1aee51850d5789e28025a055b6972eb00e4dc1818f7a68bcf04c1ba7"
-}
@@ -1,29 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT DISTINCT path AS \"asset_path!\", usage_path AS \"producer_path!\"\n             FROM asset\n            WHERE workspace_id = $1 AND kind = 'ducklake' AND path = ANY($2)\n              AND usage_kind = 'script' AND usage_access_type IN ('w', 'rw')",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "asset_path!",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "producer_path!",
-        "type_info": "Varchar"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "TextArray"
-      ]
-    },
-    "nullable": [
-      false,
-      false
-    ]
-  },
-  "hash": "36da136cf9b9554702e3b3ec364368a6862e35350ae43383fb2335e2c82a9419"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO macro_usage (workspace_id, consumer_path, macro_name)\n         SELECT $2, consumer_path, macro_name\n         FROM macro_usage WHERE workspace_id = $1",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Varchar"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "36fb69f46ccfb559cd5a25db5fb35bd5a777effb1e61f530f3c1868b407e74e4"
-}
@@ -1,23 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT DISTINCT trigger_ref AS \"trigger_ref!\"\n           FROM script_trigger\n           WHERE workspace_id = $1\n             AND runnable_path = $2\n             AND trigger_kind = 'asset'\n             AND runnable_kind = 'script'\n           ORDER BY trigger_ref",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "trigger_ref!",
-        "type_info": "Text"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": [
-      false
-    ]
-  },
-  "hash": "3703847d0cef9df3a480af8b6a5c21b6af282c68f06ce037a11f703284d8980d"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM macro_usage WHERE workspace_id = $1 AND (consumer_path = $2 OR macro_name IN (SELECT name FROM macro_definition WHERE workspace_id = $1 AND provider_path = $2))",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "3740ea8dfc666c8b098e55784af185331f8b03eec083fa80c007f6f23019a5d2"
-}
@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "INSERT INTO native_retry_attempt (job_id, attempt) VALUES ($1, $2)",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Uuid",
-        "Int4"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "39870bcb46af48191794e77d9205c6fb9518738e14ca13796395df05c7ab1c91"
-}
--- a/Show More
+++ b/Show More
				`@@ -1 +0,0 @@`
				`../../../.agents/skills/local-review-codex/SKILL.md`