Open the toolbox.

Linux inference, verifiable Nushell packages, and coding-agent memory. The repositories make the engineering visible, from provider selection and package signing to measured memory quality.

01 / Inference / MIT

LinML

An independent Linux-first inference stack, started to give Trackdub a WinML-like experience on Linux.

Explore LinML

02 / Nushell / MIT

Numan

A Rust package manager for Nushell with a signed registry, verified plugin artifacts, lockfiles, and explicit activation.

Explore Numan

03 / Agent memory / MIT

lucid-mem

Local-first, Git-backed memory for 15 AI coding agent hosts, with deterministic retrieval and a measured save loop.

Explore lucid-mem

01 / Contribution

Start with the source.

Read the current documentation, review project scope, and join the conversation in the repository.

LinMLSource & contribution guidance NumanSource & contribution guidance lucid-memSource & contribution guidance

These projects are part of Mesilim’s open source portfolio. Their existing repository governance, MIT licenses, and contributor rights remain with the respective projects.