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Turning a Weekly Notebook into an Action Plan
Week 5
A real workflow combining docs, vector recall, and evals.
Upload markdown notes, route them through document search, and summarize locally with the verified LLM.
Vector memory anchors follow-up questions and tasks so recurring reviews stay grounded in real work.
Evaluation checks make sure the resulting plan meets the rubric before sharing with a manager for approval.
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Week 1
A Private, Local AI Assistant with Guardrails
Announcing MCP and the philosophy behind local-first autonomous execution.
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Plan → Execute → Verify: Inside the Orchestrator
Diving into DAG planning, approvals, and audit trails.
Read postWeek 3
Approvals, Budgets, and Logs: Safety by Default
How policy modes and autonomy budgets prevent risky actions.
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