Give Agents Boundaries Before Giving Them Tools
Seventeen hours of state machines, typed capabilities, durable execution, human approval, recovery, evaluation, and production operations.
Autonomy Needs an Operating Model
A tool loop is easy to demonstrate. A dependable agent needs bounded authority, durable state, idempotent effects, approval rules, and a clear answer to what happens after a crash.
Safe Tool Contracts
Expose narrow, typed capabilities with validation, authorization, and idempotency built in.
Explicit Control Flow
Separate model decisions from application-owned state, budgets, and stop conditions.
Meaningful Approval Gates
Pause before consequential actions and show reviewers the exact proposed effect.
Operational Recovery
Resume interrupted work, diagnose loops, compensate partial effects, and replay incidents safely.
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Course curriculum
Detailed overview of all modules and lessons
Foundations: Scope, Contract, and State
Tools, Authority, and Idempotent Effects
Bounded Execution and Human Approval
Hardening, Recovery, and Evaluation
Production Operations
Bonus: Concurrency Across Runs
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