Dev shares agentic workflow: looping Codex and Claude Code to cross-check every output

burny_tech · x · 2026-10-19

A developer describes his pilot workflow for agentic systems: looping checks over instructions and specs with Codex and Claude Code until they sign off, verifying plans were fully executed, checking for "science crimes," factual errors and hallucinations, technical coherence, correct library/math usage, empirical grounding of claims, security, and dependency freshness — all with web-search grounding. Even then, he admits, it's still not perfect, a candid look at today's agent reliability ceiling.

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