Documentation

Need	Guide
Install and run the CLI	Project README
Understand indexing, judgments and tracing	Architecture
Integrate a coding harness or reuse snapshots	Integration
Interpret coverage, confidence and missing evidence	Limitations
Understand search-interface decisions	UI patterns and references
Develop, test and organize a change	Contributing
Deploy and operate the public demo	Demo guide
Compare grep, BM25, dense retrieval and s1s	Retrieval benchmark guide
Check published frontier-model comparisons and protocol differences	Frontier references
Inspect published measurements and raw rankings	Benchmark results
Review the original release acceptance evidence	Release verification, 2026-09-17

Benchmark results and release verification are dated observations. Use the recorded source revision and run details when interpreting them; a past passing check does not verify a later implementation or deployment.