James Washington
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Automation

Patent filing triage watch (log-drain loop applied to patents)

Watches new patent filings and sorts them into 'tell the lawyer', 'keep an eye on' or 'ignore'.

built Oct 2026 Agents that work while I sleep

how it works

Reuses an ingest-score-judge-once-file-into-lanes loop: new filings scored against claims, one model judgment per item, lanes counsel/watch/dismissed; explicitly never concludes infringement.

Automation: Something that runs on a schedule by itself.

The code for this one lives in a private repo. This page explains the idea so you can build your own.

legalllm-judgetriage-lanes

related

  • Attorney-gated legal document pipeline App Drafts legal paperwork with AI but routes every document through a licensed attorney before anyone receives it.
  • Split court-docket watcher (homelab fetch + Worker parse/watermark) Automation Checks a public court docket every few minutes and pings your phone when something new is filed.
  • Fleet run grader + Langfuse calibration Automation Every night, grades the unattended AI workers' runs against a rubric, and asks James to spot-check a sample so the grader stays honest.
  • Code-owns-workflow, models-supply-judgment outreach pipeline Automation A program that researches leads and writes draft sales emails for a person to approve, never sending anything itself.
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© 2026 James Washington
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