A deterministic gate against duplicate code and stale docs from LLM agents
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A code counter that also prices the work in AI, tooling and human time
It runs entirely on your machine with no external crates and no telemetry, so you can point it at a private repo without asking anyone first.
CCM counts source across a repository the way cloc or scc do, then adds two things: a view of what a given change actually touches, and cost estimates split between AI spend, tooling and human effort. The author's argument is that COCOMO I and II were built for a world where people typed every line, and no longer describe a codebase a model helped write. Written in Rust with no external crates, it installs from a Homebrew tap or as a prebuilt binary for Linux, macOS, Windows and FreeBSD. Nothing is uploaded. Currently 1.0.0-beta.2 under LGPL-3.0, with commercial terms available separately.
A deterministic gate against duplicate code and stale docs from LLM agents
Describe a shell task in English and get a bash command from a model on your CPU
A requirements format your coding agent can read one piece at a time
How long until a local LLM machine pays for itself against API bills
A Mac notch showing how much of each AI coding tool's usage limit is left
An open-source coding agent built to cut what you spend on models