Commit Graph
9 Commits
Author SHA1 Message Date
574775d50c fix: teach the AI the raw-app job bindings, the SDK reference and the draft/deployed split (#10754)
* feat: teach the AI the raw-app job bindings and the draft/deployed split

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: scope the raw-app deploy advice to the referenced item, and stop kind-conversion from stranding fields

The draft/deployed guidance added in the previous commit was read as "deploy the
app too": the agent asked for both the flow and the app and routed a one-item
dependency through the review-and-deploy page. Only the referenced flow or
script has to exist deployed — the preview runs the app's draft — so the prompts,
the `write_app_runnable` warning and the testing rule now say to offer that one
deploy and leave the app a draft.

`buildPersistedRunnable` spread the existing runnable when rewriting it, so
converting a path runnable to inline left `runType`/`path` behind (and the
reverse left `inlineScript`). `isRunnableByName` matches the inline branch
first, so an app "wired to a flow" silently ran stale inline code.

`test_run_app_runnable` now fills ctx-bound inputs with `$ctx:<prop>` the way
RawAppBackgroundRunner does, so a ctx argument no longer arrives missing.

The SDK-reference rationale claimed WM_TOKEN may be unset, that a missing base
URL falls back to localhost, and that a job token is scoped enough to 403 a
hand-rolled REST call. None of the three is true, and it shipped to every
write-script prompt; the text now only says the client configures itself.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: address review round on the raw-app AI instructions

The eval case could pass on the exact answer it exists to reject. Every
`requiredMentionsAnyOf` alternative but one was flow-agnostic, so "the app must
be deployed" satisfied "must be deployed". All alternatives now name the flow,
and a unit test pins that the app-only phrasing fails.

`instanceLine` asserted "self-hosted Community Edition" outside the browser,
where `isCloudHosted()` reads false and the license store is unset — so every
global eval was told that regardless of what it pointed at. It is now emitted
only under BROWSER.

`assistantExpect.forbiddenMentions` defaulted a missing `assistantText` to "",
which passes every entry forever on a mode whose runner does not report it.
It now fails with that as the reason.

`buildPersistedRunnable` carried `schema` across a retarget, so a path runnable
pointed at a new flow kept the previous item's schema and `genWmillTs` typed
`backend.<key>(args)` from the wrong inputs. It survives only while kind and
path both match.

The SDK header claimed "a function that is not listed below does not exist".
`windmill-client` also exports the generated services, and the Python client
exposes `Windmill.get`/`.post`, so an endpoint without a helper had no legal
move. Each language now names its own escape hatch.

`getAppInstructions` said the attached reference carries the TypeScript SDK even
when `language: "python3"` had swapped in the Python one — on the very sentence
telling the model to make that call.

The kind-conversion comment claimed a hybrid runnable "silently runs stale
inline code". It does not: `isRunnableByName`, `isRunnableByPath`,
`convertPersistedToBackendRunnable` and `rawAppPolicy.processRunnable` all
dispatch on `type` alone. The leftovers contradict the runnable's kind rather
than override it, which is what the comment now says.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: address round-2 review nits on the raw-app AI instructions

`flow is deployed` was satisfied both by "once the flow is deployed, the button
works" and by a hallucinated "done — the flow is deployed", which eval mode makes
impossible and the drafts-only judge cannot see. Every alternative now states an
outstanding obligation, and two more real phrasings ("will need to be deployed")
are accepted so a correct answer is not failed on wording.

Condenses the three comment blocks that ran past the four-line limit in
AGENTS.md, and drops two claims inside them that no longer hold: the
`testRunAppRunnable` doc said it runs a runnable the way the app's own frontend
does (it is the editor preview, which a deployed app's stored policy does not
match), and `undeployedRunnableTargets` described its argument as the write
tool's raw input when the call site passes the persisted runnable.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: report the real cause when a test run fails, and label the app-runnable card

Driving `test_run_app_runnable` in a live session surfaced two defects the
API-level check could not see.

`executeTestRun` built its failure message from `error.message`, which the
generated client leaves as the bare status text while the server's message sits
in `body`. A path runnable aimed at an undeployed flow reported "Not Found"
instead of "Not found: flow not found at name u/admin/current_time" — dropping
the one diagnostic the run exists to produce. `formatToolError`, in the same
file and written for exactly this, now does it. This also applies to
test_run_script and test_run_flow, which had the same loss.

The completion card read "Flow test completed successfully" for an app runnable,
because `contextName` doubles as the jobs-tray kind and a path runnable pointing
at a flow really does queue a flow job. A `completionName` override now names
what ran without changing the kind.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* test: pin the deploy expectation against wrong answers, not just correct ones

`deploying the flow` was satisfied by "done deploying the flow" — a deploy the
agent only claims to have made, which eval mode makes impossible and the
drafts-only judge cannot see. Replaced with the prospective forms, and dropped
the same reading from the workflow variant.

Three review rounds each found this same class of hole in the phrasing list, so
the list is now exercised against the wrong answers themselves rather than
eyeballed: naming the app as what needs deploying, claiming the deploy is
already done, claiming to have deployed the flow, and saying nothing about
deploying all have to fail, while four real correct phrasings have to pass. The
test reads the case out of global.yaml, so a future edit to the alternatives is
checked by it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* test: drop the tense-neutral deploy alternatives and cover completed claims

A gerund after a preposition carries no tense, so `before`/`after`/`by deploying
the flow` all match a deploy the agent only claims to have made ("after
deploying the flow, I clicked the button and it returns the greeting") just as
the bare gerund did. All three are gone rather than swapped for whichever reads
least badly, and the two completed-deploy phrasings are now negative fixtures.
The remaining alternatives are imperative or obligational, which a claim of
having already deployed cannot satisfy.

Condenses the two comments this list carries: the YAML block to four lines, and
the test's rationale to the durable constraint about substring matching.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: encrypt sensitive inputs when test-running an app runnable

`test_run_app_runnable` sent `force_viewer_static_fields` but not
`force_viewer_sensitive_inputs`, which every other preview path derives from
the runnable's `sensitive` user fields. That list is the only thing driving the
encryption loop in apps.rs, so testing a runnable with a sensitive input wrote
the real value into the job's args in plaintext, readable by anyone with run
access to the workspace.

Verified against a running EE instance. With the list, `api_key` is stored as
`$encrypted:mvqtSRI9…` and the sentinel appears nowhere in the job record;
without it, the sentinel is readable in run details. A non-sensitive field is
left plaintext either way.

The tool claims parity with the editor preview, so it uses that same filter
(`type == 'user' && sensitive`) and omits the field entirely when empty.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
2026-08-20 11:17:33 +02:00
centdixandClaude Opus 4.8 b0ddcf31e4 ci: add path-gated AI agent + ai_evals smoke workflows (#9640)
* ci: add path-gated AI agent integration tests workflow

Runs integration_tests/ai_agent_tests against real LLM providers
(Anthropic/OpenAI/Google) only when AI-agent backend code or the tests
change, since runs make paid LLM calls. Adds a conftest fixture that
skips provider-parametrized cases whose API keys are absent, so CI
exercises only the providers it has secrets for.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci: add path-gated ai_evals global-mode smoke workflow

Runs the global AI chat eval (global-test1) across one cheap model per
provider (Anthropic/OpenAI/Google/DeepSeek) only when the eval harness or
copilot chat code change, since runs make paid LLM calls. Builds Windmill
CE from source as the AI proxy; global tools/drafts run in the Vitest
bridge. Gates on the deterministic draft pipeline (run succeeded +
produced a draft + used write_script), not the variable LLM judge score.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci: run AI smokes on PR ready-for-review instead of every push

Switch the pull_request trigger from `synchronize` (every commit) to
`ready_for_review`, with a job guard skipping draft PRs, so the paid LLM
runs only fire when a PR is marked ready to merge (plus push-to-main and
manual dispatch).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(ai_evals): lazily load cli mode so non-cli evals skip the cli toolchain

The entrypoint eagerly imported modes/cli, which pulls the wmill CLI
guidance modules and their JSR deps (@cliffy/*). Global/flow/script/app
runs then crashed with "Cannot find module '@cliffy/ansi/colors'" when
the cli workspace deps were not installed. Import createCliModeRunner
dynamically inside runCliBenchmark instead.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(ai_agent): raise low max_completion_tokens to OpenAI's 16 minimum

OpenAI's /v1/responses rejects max_output_tokens < 16 with a 400, failing
test_low_max_tokens for openai. 16 still exercises a truncated response.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci: run ai_evals workflow on Node 22 for the frontend undici 8.x dep

The Vitest bridge loads frontend/node_modules/undici@8.x, which requires
Node >=22.19; Node 20 failed with "webidl.util.markAsUncloneable is not a
function" when loading vitest.config.ts.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(ai_evals): run frontend evals autonomously + give global-test1 more turns

Frontend evals (flow/script/app/global) ran the production chat prompt, which
assumes an interactive human — so cheaper models burned their turn budget
asking for confirmation, waiting for approval, or presenting a plan, sometimes
hitting maxTurns without producing a draft. Append a shared autonomy note in
baseEvalRunner (the path all frontend modes share, mirroring cli mode): act
directly on clear requests; only ask on genuinely ambiguous ones (preserving
the askUserQuestion cases). Also raise global-test1's maxTurns 8 -> 10 so a
model that over-explores still converges.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci(ai_evals): watch draft/prompt deps outside copilot/

The global eval runs production frontend code in-process, so the smoke's
behavior depends on files outside frontend/src/lib/components/copilot/**:
the draft model (userDraft.svelte.ts, userDraftDbSyncer.svelte.ts), script
inference (infer.ts), and the chat system prompts ($system_prompts ->
system_prompts/auto-generated). Add them to both push and PR path filters so
a change there actually triggers the smoke that gates on draft production.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix: skip direct provider tests without credentials

* feat: add ai evals skip judge flag

* fix: simplify ai evals ci gate

* fix: simplify ai evals smoke gate

* fix: handle ai eval workflow triggers

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-22 12:41:31 +02:00
centdixandClaude Opus 4.8 3f5f211a22 add final context size metric to ai_evals harness (#9660)
Record finalContextTokens per attempt: the input-token total of the last
model request (input + cache-creation + cache-read), i.e. how full the
context window ended up. Complements the cumulative tokenUsage.prompt,
which conflates context size with loop-iteration count.

Captured generically in the shared frontend runEval via the chat loop's
lastIterationUsage, so it covers all frontend modes (global/flow/script/
app), plus CLI mode via the last assistant turn's usage. Aggregated as
average and max over passed attempts and printed in the run summary.

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-18 23:21:28 +02:00
centdixandClaude Fable 5 f4425fca9f feat(ai-chat): self-hosted docs tools via windmill.dev llms.txt + ask benchmark (#9578)
* feat(ai-chat): add self-hosted docs tools fetching from windmill.dev llms.txt

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* test(ai-evals): add ask benchmark mode comparing inkeep vs llms.txt docs tools

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* test(ai-chat): fix docs link sanitizer tests to match skip-all-`../` guard

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* feat(ai-chat): add hybrid full-text docs search tool and ask variant

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* feat(ai-chat): expose docs search tools in the global workspace assistant

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* refactor(ai-chat): drop inkeep/llmstxt arms, keep only hybrid docs search

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs(ai-chat): remove docs-tool benchmark write-up

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* refactor(ai-evals): remove ask mode, cover docs search via global mode

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* nits

* refactor(ai-chat): swap navigator + api copilots from inkeep to search_docs

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(ai-chat): point read_docs_page empty-path hint at search_docs

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-06-17 15:01:03 +02:00
centdixandClaude Opus 4.5 b883f9a9d2 feat: add ai chat schedule and trigger tools (#8961)
* feat: add ai chat schedule and trigger tools

* refactor: use zod for ai chat workspace tools

* refactor: let ai provide runnable target fields

* refactor: generate ai chat workspace tool schemas

* fix: add object type to composed tool schemas

* fix: avoid top-level trigger schema unions

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: block undeployed workspace ai tools

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: inject ai workspace tool target

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* test: add ai evals for workspace tools

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* test: make workspace tool eval prompts realistic

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: surface workspace tool errors

* fix: show workspace tool success details

* fix: describe workspace tool path format

* fix: clarify workspace path examples

* fix: tighten workspace tool validation

* fix: align workspace tool prompts

* chore: mark generated chat schemas

* chore: mark generated cli skills

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-04-29 14:00:01 +00:00
centdixandClaude Opus 4.5 51b09ace45 feat: add empty inline script warnings to flow chat (#8853)
* fix: seed empty inline flow scripts

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: cap frontend eval chat turns

* fix: roll back failed inline script seeding

* refactor: simplify inline flow script warnings

* refactor: share flow module traversal

* refactor: make flow chat code edits explicit

* fix: resolve ai tool review actions

* refactor: remove dead flow rawscript helper

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-04-17 12:10:26 +00:00
centdixandClaude Opus 4.5 b39671d933 feat: add compact json patch tool to flow chat (#8840)
* fix: use compact json for flow patches

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* test: improve flow eval harness

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* test: record flow benchmark history

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: preserve schema in set flow json

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* style: clean set flow json schema guard

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: clean flow patch review followups

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-04-16 14:31:05 +00:00
centdixandClaude Opus 4.5 f1e84cb088 chore: add backend preview validation to ai evals (#8827)
* feat: add backend preview validation to ai evals

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: refresh shared preview workspace assets

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* fix: harden shared backend preview validation

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-04-15 15:11:25 +00:00
centdix cdcc56461b feat: add black-box ai eval benchmarks (#8618) 2026-04-13 14:05:46 +02:00