ailiteracynepal 🇳🇵

Chapter 03

Chapter 3 — What Happens Each Cycle

The four structural safeguards for autonomous work — isolation, reusable knowledge, tools that let the loop act, and do-and-verify separation — plus how to codify a stable cycle as a workflow.

In this chapter

Sections in this chapter

  1. I Section

    3.1 Isolation: sandboxes so parallel runs do not collide

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  2. II Section

    3.2 Reusable knowledge: so no run starts from zero

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  3. III Section

    3.3 Tools and actions: how the loop *does*, not just *says*

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  4. IV Section

    3.4 Do-and-verify: why one agent should not grade its own work

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  5. V Section

    3.5 Codifying the cycle: dynamic workflows

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