Most people think AI agents fail because the LLM wasn t smart enough.

But in practice, they usually fail because of the infrastructure around them.

Here are 3 patterns we keep seeing while working with teams:

We built @GraphBit because most agent frameworks felt great for demos, but started breaking down in production. Either they consumed too many resources, lacked reliability across multi-step workflows, or made observability a nightmare.

GraphBit flips that script:

Rust core blazing speed, async concurrency, and safety

Python interface developer-friendly, simple to learn

If you re wondering why we built yet another AI framework, you're absolutely right the market is full of frameworks. But here s why GraphBit is not just another one:

Built for Production, Not Experiments

Most existing frameworks work well for demos or research but start breaking down under real-world enterprise loads. GraphBit was designed from the ground up to deliver rock-solid stability and reliability at scale no silent failures, no frustration.