// the case library

Full projects, source included.

Every engagement ships a complete case study — architecture, prompts, evals, and the decisions behind them. Client data scrubbed, method left in the open.

01Personal build · Knowledge infrastructure

A second brain that can prove where every idea came from

ProblemA decade of reading — newsletters, podcasts, articles — evaporated the moment it was read, and AI summaries only added ungrounded, unattributable noise.
ApproachA batch ingestion → distillation pipeline that turns raw sources into atomic, cross-linked claim notes in a git-backed vault — provider-agnostic, fully reproducible, human-in-command.
OutcomeA full derivation chain running locally for free, every note reproducible from its source and the exact model that wrote it, validated on real newsletters.
⌘ view the implementation on GitHub