Musa Molla

Devs: what’s the #1 thing you wish your AI framework did better?

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We’ve seen a wave of AI tools for building “workflows” but what about the actual frameworks that developers rely on?

A good framework should feel like infrastructure:

🛡 Reliable under scale

⚡ Fast and efficient

🔎 Observable when things break

🐍 Easy to use without fighting the API

The truth is… most frameworks today feel great in a demo but don’t hold up in production. That’s why we’re building @GraphBit- a developer-first, enterprise-grade Agentic AI framework.

Built with Rust performance + Python simplicity, GraphBit gives devs:

🔀 Multi-LLM orchestration

📚 RAG-ready primitives

🛡 State, retries, guards, and concurrency built-in

📊 Observability & tracing out of the box

👉 We’re launching soon: @GraphBit on Product Hunt

Curious: for those of you building with frameworks like LangChain or CrewAI, what’s the one thing you wish the framework handled better?

— Musa 🚀

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