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Tighten intro around harness buildup
Drop the two intro guidance paragraphs and fold the harness-buildup framing into the one-line roadmap description. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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README.md

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This roadmap helps engineers adopt progressively more advanced AI coding techniques, from agentic workflows to custom Skills, automated feedback loops, parallel sub-agents, and MCP integrations.
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Prefer the simplest workflow that works, and reach for more autonomy, tools, context, or agents only when they clearly pay off. Whatever the setup, check what the agent actually produced — it's confidently wrong often enough that running tests, reading the diff, and gating risky actions saves more time than it costs.
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Read top to bottom, these items are a gradual buildup of your harness — the loop, instructions, tools, memory, sandbox, and checks you assemble around the model. Each one you adopt adds a piece to that exoskeleton; the advanced section near the end is where you engineer the harness itself.
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This roadmap helps engineers progressively build up their agent harness, from agentic workflows to custom Skills, automated feedback loops, parallel sub-agents, and MCP integrations.
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## Contents
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