Musa Molla

The AI framework that stops devs from firefighting

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Every developer who’s tried to scale AI knows this pain:

  • Agents crash randomly

  • Logs are scattered everywhere

  • Retries spin forever

  • Cloud bills explode

You end up firefighting instead of building.

We built GraphBit to stop that.

What it does

  • Rust-powered core → agents run stable + predictable

  • Sub-percent CPU usage + tiny memory footprint

  • Circuit breakers + adaptive retries → no infinite loops

  • Built-in data layer → hybrid search + versioned memory

In short: GraphBit gives you an AI framework you can actually trust in production.

Why it matters

If AI agents are going to scale into millions, devs can’t spend 30% of their time just keeping them alive. Reliability has to be built in.

👉 GitHub: https://github.com/InfinitiBit/graphbit

Question for you:

What’s the ugliest firefight you’ve had keeping an AI system alive and how did you solve it?

- Musa

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