What breaks in production AI workflows?
We've reproduced 30+ real AI runtime failures from GitHub issues. Most weren't model failures—they were runtime contract mismatches between providers, tools, and application code. This led us to build StateGuard. We're seeking feedback from builders: what runtime failures are you facing, and would you use this tool?
We've reproduced 30+ real AI runtime failures over the past week. Here's the pattern we keep seeing. - Indie Hackers
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Over the past few weeks, we've reproduced 30+ real AI runtime failures from GitHub issues instead of just reading about them. Most weren't model failures - they were runtime contract mismatches between providers, tools, and application code. That led us to build StateGuard. We'd genuinely love feedback from builders: what runtime failures are you facing, and is this something you'd use?
Incase y'all wanna connect:
GitHub: https://github.com/dood1ebyte/stateguard
LinkedIn: https://www.linkedin.com/in/adivaishnav
on July 27, 2026
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