The tactician needs it. Stonewall ships it.
Stonewall is a litigation knowledge system: a source-grounded corpus, a live operational data plane, and a retrieval-first chronicler — wired across the public surface, the operator cockpit, and a Telegram bot, on a main branch that is never red.
Four things worth the look
The product mechanisms that make the record hold. Pick one.
Patterns travel togetherPattern co-occurrence
Every pair of behavioral patterns is scored by Jaccard similarity over the artifacts they co-occur in. The dense clusters are the institutional tells — the recurring shapes the record keeps producing. Rendered live from the same data the operator console reads.
- 279 patterns across seven taxonomic tiers
- Pairwise Jaccard over shared artifacts
- Force-directed, category-colored
- One dataset, public + operator surfaces
Every claim anchored.
Shelby does not summarize from memory — he walks the record artifact to artifact, and every factual claim he makes is pinned to a manifest ID, a repo source path, and a line range, rendered as a chip like A0071· L23. Against the live corpus those chips resolve to real artifacts — 3,166 of them — and open the source at the cited line.
Want the whole performance? The full demo exchange — a 1992 courtroom classic cross-examined citation by citation — lives on the landing page.