Switching to Codex GPT-6.1: dev reports confidently wrong answers on large codebases

ankitjangidx · reddit · 2026-10-19

A developer who switched from Antigravity to Codex (GPT-6.1, medium/light reasoning) reports the model often gives highly confident but wrong implementation advice: it proposes a solution immediately, then admits it misread the setup after a few challenged follow-ups. Explanations also skew abstract, requiring repeated prompts for plain language and examples. The poster asks how others handle context misunderstanding and which reasoning level is most reliable for real-world software engineering.

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