Skip to content
AI News HubLIVE
In-site rewrite1 min read

What breaks in production AI workflows?

Summary

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?

SourceHacker News AIAuthor: doodlebyte
What breaks in production AI workflows?
Report an error

The correction channel is not available yet. You can copy the article reference below for later.

Correction instructions
Read article

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

1

Like

0 Comments

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

Trending on Indie Hackers

I built an AI that turns an idea into a live business in under 10 minutes. Here’s what 1,000 launches taught me

90 comments

Stop losing deals in the gap between "sounds good" and getting paid

54 comments

Building a startup costs $0. Your tooling budget costs $500K. Here's why.

47 comments

Building Noodle, a keyboard-first REST client for the terminal

34 comments

"Looks Good to Me" Is Quietly Killing Your Feedback Loop

33 comments

787 tools for developers. 5 for nurses. Two weeks of tracking 14,000 indie launches.

30 comments

Key points and analysis

Article intelligence

InvestorsIntermediate

Key points

  • Reproduced 30+ real AI runtime failures from GitHub issues.
  • Most failures were runtime contract mismatches, not model failures.
  • Built StateGuard to solve runtime contract mismatches.
  • Seeking feedback from the builder community.

Highlights and analysis are generated automatically and may contain errors. Check the original source.