cd /news/ai-agents/show-hn-local-tracked-versioned-lega… · home › topics › ai-agents › article
[ARTICLE · art-159602] src=wordstodata.com ↗ pub= topic=ai-agents verified=true sentiment=↑ positive

Show HN: Local, Tracked, Versioned, Legal Research Databases

A developer with 3 years of legal tech experience released W2D, a project built over roughly 8 months that compiles public legal sources into a local SQLite dataset with agent skills for answering questions about it. The dataset stores multiple revisions of the U.S. Code at each release point, the public laws that amend the Code with links from each amendment to the change it made, CourtListener court opinions by page and paragraph with U.S.C. citations linked to the provisions courts cited, and House roll calls. The developer positions W2D as similar in spirit to "git for Law" but with more utilities than diffs for legal research by AI agents and lawyers.

read1 min views5 publishedOct 28, 2026

This is a project I've been working on for about 8 months now. I worked in legal tech for 3 years and found that one of the biggest hurdles for AI agents and lawyers alike when doing legal research is tracking changes, and correctly cross referencing those changes between different forms of legal documents.

W2D builds a SQLite dataset from public sources, and offers agent skills for answering questions about that dataset.

The dataset holds multiple revisions of the U.S. Code at each release point that you add. It holds the public laws that amend the Code, and it links each amendment to the change that it made. It holds court opinions from CourtListener, by page and paragraph, and it links each U.S.C. citation to the provision that the court cited. It can also hold House roll calls.

This is similar in spirit to "git for Law" but includes a lot more utilities than diffs to make it an effective tool for research.

Comments URL: [https://news.ycombinator.com/item?id=50274235](https://news.ycombinator.com/item?id=50274235)

Points: 1

── more in #ai-agents 4 stories · sorted by recency
── more on @w2d 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
→ Live at https://your-agent.zahid.host ✓
Get free account → Pricing
from €0/mo · no card required
LIVE [news/show-hn-local-tracke…] indexed:0 read:1min 2026-10-28 · —