Teaching a Local AI Agent to Search the Web (Without Lying to You)
Back in early May, someone on the team said something like "let's just add web search, shouldn't take more than a day." Three months and roughly twent…
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The Visible Checklist Pattern — Enforcing Multi-Step Pipeline Compliance in LLM Agents
In a production AI agent pipeline, the difference between job done and job half-done is often invisible — not because the output is wrong, but because…