Researcher sweeps months of ideas with agents, using Codex+Claude Code error-check loops

burny_tech · x · 2026-10-25

A researcher reports that concrete, hillclimbable research ideas can now be mostly executed by agents. His workflow: sweep months of noted ideas, then have Codex and Claude Code double-check each other in a loop — verifying specs were followed, plans fully executed, scientific rigor, hallucinations, correct library/math/empirical grounding, security, dependency versions, and overall technical coherence. It catches errors, but he still inspects critical projects closely himself.

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