When we started building GraphBit, we kept running into the same problem: most AI frameworks looked great in demos but collapsed in production. Crashes, lost context, concurrency issues- all things...

GraphBit is solving a very real pain point for developers. Most frameworks either give you speed or usability, but not both — and the combination of Rust performance with Python simplicity is a big...

Started using GraphBit in both personal and enterprise settings, and it delivers what it promises — high performance and reliability. The Rust core handles workloads with surprising efficiency, whi...

I never understood why MCP needs to rely so heavily on heavy client/server architecture. This direct way of having LLMs call endpoints makes it much more easy and efficient to implement tool callin...

UTCP is an elegant solution to agent tool calling. Unlike MCP, no wrappers or clunky servers need to be maintained and no extra auth, billing etc. logic needs to be built again.

MCP has paved the way for the ease of use of LLMs with our day-to-day tools. UTCP takes it further with better specification and security from the get-go. I would love to see UTCP standard being im...