verification first workflow

1 articles · 6 co-occurring · 0 contradictions · 0 briefs

Key insight: 'Give Claude a way to verify its work'—tests, browser, simulators used as feedback loops before accepting output. This is a verification mechanism pattern.

Related concepts

prompt engineering 1 post tool use hooks 1 plan mode iteration 1 multi session orchestration 1 context window optimization 1 claudemd patterns 1

Evidence chain (1 articles, showing 1)

January 2026: AI Agents Take Over, Claude Code Workflows, Multi-Agent Orchestration, and OpenCode extends

Key insight: 'Give Claude a way to verify its work'—tests, browser, simulators used as feedback loops before accepting output. This is a verification mechanism pattern.

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