Investigation for AI-assisted software

Understand the change.
Verify the fix.

Investigate production issues in GitHub-backed applications. Connect runtime evidence to deployments, code changes and captured AI work. Verify the fix and keep what you learned for the next incident.

CASE 014 / Retry limitIllustrative case

The change passed its tests. It did not follow the assignment.

The assignment capped retries at three. The change added retries with no limit.

Assignment, from the session prompt
"Retry at most 3 times."
Captured
Linked change, from the edit receipt
"Add retries for transient failures."
Caused by
Regression test on the affected revisionFailed, as expected
Regression test on the fixed revisionPassed
RecurrenceNot assessable: no captured sessions in the window

Walk this case stage by stage

Illustrative evidence, not a customer result. Capture varies by assistant, version, and permissions.

One case, from question to follow-up

Less reconstruction.
More evidence to work with.

An assignment, a code change, and a test result tell different parts of the story. RepoOps brings them into the same investigation.

01

Trace the assignment

Follow the change back to the session, the prompt, and the turn that wrote it. Every link names the mechanism behind it and how much it proves.

See how it works
02

Test the remedy

Reproduce the issue, verify the fix, and check that the safeguard allows legitimate work.

See how it works
03

Follow the next run

See where the reviewed guidance was delivered and installed, and whether the issue recurred or could not be assessed.

See how it works
Designed for real investigations

Keep the gaps in view.

A transcript you were not granted, a missing event, or an untested explanation should stay visible. Review the evidence you can access and the uncertainty that remains.

Evidence coverage

Assignment and editCaptured
Session transcriptGrant not asked
Alternative explanationDisputed

A linked session helps establish contribution. It does not, by itself, establish cause.

Start with one question

What happened in this change?

Follow an example from the instruction to the verified fix, then install RepoOps and open your own.

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