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OpenAI Codex

Software Tool · Developer & AI coding tools · 15 mentions · 3 subreddits · discussed in r/PromptEngineering, r/soc2, r/VisualStudio

Reddit take

Not enough linked mention summaries yet; the source excerpts below are the evidence.

Pros

  • This is how I code in codex. Write out a spec draft with everything that I know of the top of head. Them I tell it to find gaps and ask me questions about them until it is not able to find any more. After that I tell it to code it.
  • Small team here (~12 engineers), and at this point a big chunk of our code is written with AI agents — mostly Claude Code and Codex.
  • Convert the attached plan into one detailed, correctly sequenced Codex execution prompt. The prompt must instruct Codex to: - Inspect current evidence before editing. - Establish the exact starting state. - Preserve verified completed...
  • CODEX is a harness, GPT is AI. ... The harness is a VERY big deal, and probably has way way way greater influence on the success of the overall AI use than the prompt
  • Codex has a similar open source program

Cons

  • Codex's default effort is low and at that setting it just nods along, so I run review at xhigh and treat high as the floor. Cheap out on the worker and it stops raising its hand, same as their numbers.
  • This helps resolve a common issue with codex/chat where you ask it to do [big thing] and it ends up doing [bad version of big thing] because you're asking for too much in one go.
  • The result showed structural features — anti-trigger explicitness, risk profile taxonomy, archetype routing, cross-link validation — that the three established skill-creators I compared against (Codex, Antigravity, Claude Code) either do...
  • I found that the code gets super messy when keeping Codex just doing its thing. So my only real guard against it now is always posting review prompts

Sentiment

11 positive (73%) · 3 mixed (20%) · 1 negative (7%)

Trust + time weighted score: +67% · raw score 67%

What redditors said (10 of 15)

Codex's default effort is low and at that setting it just nods along, so I run review at xhigh and treat high as the floor. Cheap out on the worker and it stops raising its hand, same as their numbers.
mixed · u/Z**n · r/PromptEngineering · comment · Aug 27, 2026 · open on Reddit ↗
This is how I code in codex. Write out a spec draft with everything that I know of the top of head. Them I tell it to find gaps and ask me questions about them until it is not able to find any more. After that I tell it to code it.
positive · u/r****n · r/PromptEngineering · comment · Aug 18, 2026 · open on Reddit ↗
Small team here (~12 engineers), and at this point a big chunk of our code is written with AI agents — mostly Claude Code and Codex.
positive · u/L****7 · r/soc2 · Aug 15, 2026 · open on Reddit ↗
Convert the attached plan into one detailed, correctly sequenced Codex execution prompt. The prompt must instruct Codex to: - Inspect current evidence before editing. - Establish the exact starting state. - Preserve verified completed work.
positive · u/e****s · r/PromptEngineering · Jul 20, 2026 · open on Reddit ↗
CODEX is a harness, GPT is AI. ... The harness is a VERY big deal, and probably has way way way greater influence on the success of the overall AI use than the prompt
positive · u/P****a · r/PromptEngineering · comment · Jun 16, 2026 · open on Reddit ↗
This helps resolve a common issue with codex/chat where you ask it to do [big thing] and it ends up doing [bad version of big thing] because you're asking for too much in one go.
mixed · u/n****e · r/PromptEngineering · comment · Jun 7, 2026 · open on Reddit ↗
Codex has a similar open source program
positive · u/y****z · r/PromptEngineering · comment · May 27, 2026 · open on Reddit ↗
codex has a similar layer with different recovery heuristics.
positive · u/D****9 · r/PromptEngineering · comment · May 25, 2026 · open on Reddit ↗
The result showed structural features — anti-trigger explicitness, risk profile taxonomy, archetype routing, cross-link validation — that the three established skill-creators I compared against (Codex, Antigravity, Claude Code) either don't have or only address implicitly.
mixed · u/I****5 · r/PromptEngineering · May 16, 2026 · open on Reddit ↗
Some beginner examples but also looking into more advanced 365 copilot examples , codex use cases.
positive · u/D****t · r/PromptEngineering · comment · May 14, 2026 · open on Reddit ↗

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