Viewing profile — mmmehulll

this is really cool. I didn't know we had these

love this. would be cool if we can see and perform all kinds of banking txns on this. Think ledger but all in one card. Super cool. Even cooler would be card to card money transfer…

why not cursor? cursor seems pretty decent at what it does and i have had very few issues since i started using it about a couple of months back. But yes, frontend burns through to…

I agree. A month back, I was brainstorming ideas with AI a lot, and it took me a while to figure this out: I was essentially outsourcing my thinking. Honestly, I felt extremely dum…

What makes LLM bias reinforcement worse than a regular echo chamber is the confidence. A friend who agrees with you might say "yeah maybe", an LLM constructs a well-reasoned, autho…

That’s really interesting. The “one or two examples + good error messages” part feels especially important. It suggests the limiting factor may be less finetuning and more whether …

This is really interesting, I feel if llms can respond at existing without finetuning, it can be huge.

I have been building multi agent systems and the hardest part in practice has been shared state once agents are split across processes or services. Retries overwrite things, handof…

Agents are starting to take real actions (publish content, trigger workflows, touch prod systems). Ctrl is an execution control plane that sits between agent intent and real-world …

Hey everyone — I built this and wanted to share as its free to use and might help some of you: https://mem-x.vercel.app GH: https://github.com/MehulG/memX memX is a shared memory l…

Built memX this weekend; a shared memory layer for coordinating LLM agents. Agents collaborate by reading/writing real-time context; no chat, no orchestrators. Includes pub/sub, sc…