Canonical: https://thehedgeling.com/docs
Language: en-US

Documentation

# Docs

Everything you need to evaluate and adopt Hedgeling. Start with the quickstart, then check the numbers against real codebases.

## Guides

[### Quickstart

A short overview of React + Vite setup, plus other supported integration paths.

Read the guide](https://thehedgeling.com/docs/quickstart)[### Agent guide

Use Hedgeling from a coding agent: inspect extraction diagnostics, generate catalogs, understand tool effects, and connect supported stdio MCP integrations.

Read the guide](https://thehedgeling.com/docs/agents)[### React + Vite

A complete React and Vite setup for automatic string wrapping, translation bundles, locale switching, and troubleshooting missing translations.

Read the guide](https://thehedgeling.com/docs/react-vite)[### Evaluate extraction

Compare extraction tools using scope, precision, recall, and reproducible evidence. Understand what Hedgeling and i18next-cli benchmark results measure.

Read the guide](https://thehedgeling.com/docs/evaluate-extraction)

## Benchmarks

Every claim on this site traces back to a published benchmark run against real open-source codebases.

[### Flagship benchmark

Eight real-world projects measured end-to-end: recall, precision, and brownfield audit results.

View report](https://thehedgeling.com/benchmarks/RESULTS.html)[### Mega benchmark

56 repos and 11.8M lines of code — tuned extraction across the whole suite.

View report](https://thehedgeling.com/benchmarks/mega/RESULTS.html)[### i18next-cli comparison

Head-to-head extraction comparison against i18next-cli on shared projects.

View report](https://thehedgeling.com/benchmarks/i18next-cli/RESULTS.html)

11.8M LOCParsed in the mega benchmark

56 ReposReal-world projects scanned

79,484 StringsStrings surfaced

~3,974 HoursOf manual string-hunting saved