3 projects
tokenbill
Local-first LLM and Copilot cost control: collect usage, reconcile bills, explain waste, simulate policies, and verify savings. Pure stdlib; the demo needs no API keys.
judgemetry
A reliability lab for LLM judges: measure position bias, verbosity bias, and calibration against human labels — then recalibrate. Pure stdlib; no API keys needed for the demo.
walflux
Millisecond-fresh materialized views for Postgres, maintained incrementally from logical replication. No extensions, no triggers, no second database.