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We've reproduced 30+ real AI runtime failures over the past week. Here's the pattern we keep seeing.

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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