Fits your stack
Tools should improve Codex, Claude, MCP hosts, and local workflows—not demand a platform migration.
New direction · practical AI upgrades
Upgrade the AIyou already use.
Small, focused products that plug into your existing workflow. No new operating system to adopt. No fake magic. Useful tools, honest limits, and source that goes public only when the release is ready.
Example view read only
$ /cpu
Dataset buildrunning
720 / 1,000 units8 workersETA 14m
Named work. Real counters. Host pressure. No invented progress.
CPU Workers
See what local process workers are actually doing—without pretending a PID is an agent or a busy core is proof of completed work.
Source release in preparation
/cpu
Your local worker pool, made legible.
A read-only MCP viewer for named pools, real counters, rate, ETA, provenance, owner-PID deduplication, and machine pressure. The public page is ready now; the repository and installer will appear only after the release candidate earns them.
Explore /cpuThe standard
Open source means inspectable.
A GitHub badge is not enough. Every product has to arrive with the pieces a real person needs to understand, install, test, and remove it.
- A public source repository
- A clear install and removal path
- Smoke tests and a reproducible release
- Plain-language limits before the download button
Bounded by default
Read-only stays read-only. A useful view does not silently become process control or action authority.
Source earns the claim
Products are labeled open source only after the exact public repository and release artifacts exist.