Congrats on the launch! The production monitoring angle is genuinely underserved. Most teams only realize AI agent failures exist once users are complaining.
The most common failure mode we see: AI agents write code that passes all existing tests and looks fine in review, but has subtle IDOR issues, hardcoded secrets, or hallucinated package imports with vulnerable versions. Those don't surface at runtime until conditions are just right.
The most common failure mode we see: AI agents write code that passes all existing tests and looks fine in review, but has subtle IDOR issues, hardcoded secrets, or hallucinated package imports with vulnerable versions. Those don't surface at runtime until conditions are just right.