Autoresearch for your codebase. Point your coding agent at your repo, come back to faster code.
autor3search.dev
Your agent proposes an optimization. A frozen harness measures it. The verdict is KEEP or DISCARD — every experiment measured, nothing taken on faith.
Tests are frozen and restored before every run. The metric lives in a compiled
binary the agent cannot reach. Noise is discarded, regressions are rejected.
Accepted changes land as one commit each; every experiment, including the
failures, lands as one row in results.tsv. Stop the run whenever you like —
nothing already accepted is thrown away.
| repository | install | status | |
|---|---|---|---|
| Go | autor3search/go |
go install …@latest |
early but working |
| TypeScript | autor3search/typescript |
npm install --save-dev autor3search-typescript |
on npm · measures your *.bench.ts benchmarks |
| JavaScript | autor3search/javascript |
npm install -g autor3search-javascript |
on npm · standalone, measures vitest benchmarks |
| Python | autor3search/python |
uv tool install autor3search-python |
early but working — validated on humanize |
| Java | autor3search/java |
release jar + launcher | early but working — validated on org.json |
| C# | autor3search/csharp |
dotnet tool install -g autor3search-csharp |
on nuget · early but working |
| Rust | autor3search/rust |
cargo install --locked autor3search-rust |
on crates.io · measures with criterion |
| Swift | autor3search/swift |
brew install autor3search/tap/autor3search-swift |
v0.1.0 · 10.98× on apple/swift-asn1 — a local clone, not upstreamed |
Same loop, same rules in every port. They differ only in how the harness installs and what it must not touch.
Copy the agent prompt for your language — the ## Start here block of that repo's
README, or the whole set at
autor3search.dev/llms-full.txt — and
paste it into your coding agent from inside the repository you want to optimize.
One overnight run, p<0.0001. Real measurements, never illustrations. Validated on go-humanize, mapstructure and google/uuid.
MIT. Takes after karpathy/autoresearch.