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feedback loops and validation

2 articles · 11 co-occurring · 0 contradictions · 0 briefs

Testing/validation hooks mentioned explicitly compress feedback into workflow context, enabling intelligence compounding across stages.

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tool integration patterns 2 tool use and grounding 1 tool use and context 1 system integration requirements 1 prompt engineering 1 output validation refinement 1 multi turn agent conversations 1 multi agent orchestration 1 context window optimization 1 code generation 1 agentic state preservation 1
Evidence chain (2 articles, showing 2)
Claude Code Framework Wars - Shawn's Substack supports

Testing/validation hooks mentioned explicitly compress feedback into workflow context, enabling intelligence compounding across stages.

@RhysSullivan: it's so absurdly cool to get a PR back from your agent with screenshots supports

Screenshots provide visual feedback that grounds the agent's decision-making in reality. This is context engineering through feedback channel design.

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