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Your Own Agent Roadmap — From Safety Net to Autonomous Discovery

Description and use

<p><em>This is chapter 10 of my book **Building Autonomous AI Agents with Claude Code</em>* — a field guide to turning Claude Code from a coding assistant into an agent that remembers, verifies its own work, and knows when to stop. Everything below is from a system I actually run every day on one Windows PC.*</p> <h3> 1. The 4 Stages of Autonomy </h3> <h4> Stage 1 — Safety Net (a system that prevents mistakes) </h4> <p>The state where memory (Chapter 3), hook gates (Chapter 4), and the auditor (Chapter 6) are in place. The AI hasn't become more capable —<br> what's been built is <strong>an env

Problem

<p><em>This is chapter 10 of my book **Building Autonomous AI Agents with Claude Code</em>* — a field guide to turning Claude Code from a coding assistant into an agent that remembers, verifies its own work, and knows when to stop. Everything below is from a system I actually run every day on one Windows PC.*</p> <h3> 1. The 4 Stages of Autonomy </h3> <h4> Stage 1 — Safety Net (a system that prevents mistakes) </h4> <p>The state where memory (Chapter 3), hook gates (Chapter 4), and the auditor (Chapter 6) are in place. The AI hasn't become more capable —<br> what's been built is <strong>an env

Outcome

<p><em>This is chapter 10 of my book **Building Autonomous AI Agents with Claude Code</em>* — a field guide to turning Claude Code from a coding assistant into an agent that remembers, verifies its own work, and knows when to stop. Everything below is from a system I actually run every day on one Windows PC.*</p> <h3> 1. The 4 Stages of Autonomy </h3> <h4> Stage 1 — Safety Net (a system that prevents mistakes) </h4> <p>The state where memory (Chapter 3), hook gates (Chapter 4), and the auditor (Chapter 6) are in place. The AI hasn't become more capable —<br> what's been built is <strong>an env

Evidence

Your Own Agent Roadmap — From Safety Net to Autonomous Discovery

Source

  • Record date: 2026-09-13T05:31:02.185Z