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Covers bounded execution loop, tool execution policy, MCP integration (SSE transport), failure modeling, loop trace observability, and config. Phase C (single-round, max_iterations=1) with clean upgrade path to Phase B (multi-round agentic loop). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>