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A Private, Local AI Assistant with Guardrails

Week 1

Announcing MCP and the philosophy behind local-first autonomous execution.

MCP installs locally by default, downloading a compact verified model and configuring approvals before any tool can run.

Approvals, autonomy budgets, and full audit logs make it safe for individuals and teams to trust autonomous plans.

Extensible tool contracts let developers plug in new capabilities without compromising policy boundaries.

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Week 2

Plan → Execute → Verify: Inside the Orchestrator

Diving into DAG planning, approvals, and audit trails.

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Week 3

Approvals, Budgets, and Logs: Safety by Default

How policy modes and autonomy budgets prevent risky actions.

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Week 4

Authoring a New MCP Tool in 30 Minutes

Step-by-step walkthrough of schema-first tool development.

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