GraphBit is a high-performance AI agent framework with a Rust core and seamless Python bindings. It combines Rust’s speed and reliability with Python’s simplicity, empowering developers to build intelligent, enterprise-grade agents with ease.
But the real costs often hide in the background- compute burn, idle tokens, redundant calls, or that temporary caching fix that quietly eats your budget.
Here s something uncomfortable I ve learned building AI agent systems:
AI rarely fails at the step we re watching.
It fails somewhere quieter a retry that hides a timeout, a queue that grows by every hour, a memory leak that only matters at scale, a slow drift that looks like variation until it s too late.
Most teams measure accuracy. Some measure latency.
Most reviews praise GraphBit’s speed, stability, and production readiness, highlighting smooth concurrency, clear docs, and a clean Python API over a resilient Rust core. Makers of LangChain and CrewAI users note GraphBit holds up better at scale, with stronger observability, retries, and multi-LLM orchestration. The maker of
emphasizes real-world reliability, enterprise features, and patent-pending execution. A minority flag suspicious review patterns, but hands-on users report efficient performance even on modest hardware and a notably frictionless setup.
I’ve been using GraphBit and I’m really impressed. The documentation is clear, well-organized, and right on point making it easy to get started right away. I tried building a few workflows and agents, and unlike other frameworks, I didn’t run into any complications.
Tried GraphBit - Really impressed by the performance and clean developer experience. The Rust core + Python bindings make it both powerful and practical. Definitely feels enterprise-ready. 🚀
What's great
high performance (13)clean API (5)Rust core (13)Python bindings (14)production readiness (11)
I like how GraphBit combines Rust for speed with Python for ease of use. The focus on real production features like retries, monitoring, and safe execution makes it very practical.
What's great
ease of use (8)Rust core (13)Python bindings (14)enterprise-ready features (10)
GraphBit
Hey Product Hunt! 👋 Musa here, Founder of @GraphBit
I built GraphBit because I was tired of the same developer pain:
Juggling slow, brittle frameworks that crash under load
Choosing between Python’s simplicity or Rust’s speed- never both
Losing control of observability and scaling in enterprise builds
GraphBit solves that.
Rust under the hood for blazing speed, safety, and async concurrency
Python bindings for a dev-friendly, easy-to-learn interface
Enterprise-first features: real-time observability, crash resilience, multi-LLM orchestration
Our vision? Make building scalable, production-ready AI agents feel as natural as microservices- secure, performant, and developer-first.
🙏 I’d love to hear: What’s your biggest pain when building AI agents? Happy to get feedback, mid-launch or post-launch.
Thanks for being here, excited to build together!
— Musa