uncoalesced
Independent logic, shared origin.
An independent engineering collective making open-source software you can read, run and change. Each tool stands on its own, and none of them needs one vendor’s permission to do its job.
how it works
The reciprocal community loop
We publish the blueprint. You run it under real-world load, find where it breaks and tell us. What comes back is tougher than either side could make alone.
the work
What we’re building
Peridot
ShippedA sovereign, local-first AI inference kernel. No cloud dependency, no telemetry, and you decide how the model runs.
Madhuca
ShippedA free, open-source fire and smoke radar for India. See where the fires are and which way their smoke is heading.
TuringOS
In developmentRuns Claude Code agents in throwaway Btrfs sandboxes. Nothing touches your real project until you have read the diff and approved it.
agent-wire
ShippedOne MCP server that gives AI agents live access to the web and 31 platforms. Free, local, and no API keys for the common cases.
FluxBoard
BetaA customisable Android keyboard with a sticker library attached. Nothing you type is sent to a server.
Cordon
ShippedResource control for AI coding agents. It measures every tool call, then throttles heavy ones in their own cgroup instead of killing them.
parentheses
In developmentA small recurrent language model, trained from scratch on one laptop GPU. In development, with no benchmarks yet.
Break it. Then make it better.
What we release, we release openly, and it gets tougher every time someone stress-tests it. If that sounds like your kind of engineering, come build with us.