A suite of AI-powered developer tools that diagnose failures instantly, catch bugs before they ship, and keep your codebase honest — forever free.
/ tools
Each tool installs in seconds, runs in CI, and generates zero noise until it finds a real problem.
AI diagnoses any failing test — full execution trace, exact fix, one keystroke.
pip install rootcauseLearn more →Correlates production error spikes with the exact git commit that caused them.
pip install errormentorLearn more →Finds untested code paths after every commit — before they become production bugs.
pip install testgapLearn more →Catches AI hallucinations in code diffs before they make it into your codebase.
pip install hallucheckLearn more →Explains what a PR actually does semantically — beyond line-by-line diff noise.
pip install intentdiffLearn more →Blocks vulnerable dependencies at commit time using OSV — before they merge.
pip install depsecureLearn more →Enforces microservice architecture rules across repos — automated at CI time.
pip install archguardLearn more →Monitors cloud spend in real time and alerts before your bill spirals.
pip install spendsentryLearn more →Builds minimal AI context bundles — 88% fewer tokens, same signal quality.
pip install contextkitLearn more →/ live demo
Real output. Real diagnosis. One command.
/ community
Every tool is open. Every issue is welcome. Every PR ships faster than you expect. This is engineering at its best — transparent, collaborative, and relentless.
/ stay in the loop
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