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Public leaderboards score tool calling on clean synthetic schemas, not the nested mess your MCP server exposes. Here's the ~50-line Python harness that settles the debate on your own stack.
June 19, 2026 AI AgentsAn AI agent resolved an RLS error by making the table publicly readable. CI stayed green. Here's the grep triage and checklist I run before any LLM-generated code ships.
May 22, 2026 WorkflowsMost LLM features ship on vibes — skim three outputs, merge. Here's the 40-line Python eval harness with JSON fixtures and a judge-model gate you can wire into CI today.
May 06, 2026 AI AgentsOnce your agent calls tools, prompt injection is a live attack path. Here's the exploit in real Python — and the Pydantic fix that belongs in your dispatch layer.
May 05, 2026