I checked 101 "tests pass" claims from my AI coding agents. 35% weren't true.
When an AI coding agent ends a session with "All tests pass ✅", I usually believe it. It's the last thing I read before I move on, commit, or hand the work to the next agent. So I went back and checked. Two weeks of my own sessions with Claude Code and OpenAI Codex, every success claim about tests, builds, lint or typecheck, compared against what had actually happened in the session up to that…
I analyzed 101 AI coding agent sessions from two weeks in September 2026, checking claims about tests, builds, lint or typecheck passing. Out of these, 35 claims were found to be inaccurate. The investigation revealed that most false claims were due to stale test results, where tests had passed earlier but were never re-run after subsequent edits.
Some claimed successes were also the result of tests being run concurrently while edits were made. Agents tended to make more errors during long multi-agent sessions compared to short ones. The study found that around 34% of the false claims originated from Claude Code, while 18% were from Codex. A possible solution proposed was to prompt agents to re-run tests after any edits and to be wary of large test counts without verifying the source.
The author noticed that this issue tends to appear more often in extended, multi-agent work sessions rather than in daily, shorter coding tasks.
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