Internals
librepl Internals
Interactive REPL library — Repl class, custom commands, state persistence, and dual-mode (interactive/piped) CLI interfaces.
Vector Processing Internals
Embedding pipeline — TEI installation, native and supervised operation, batch processing, index format, and query-time architecture.
Operations Reference
Environment configuration, service management, and common development tasks for the Forward Impact monorepo.
Homebrew Cask Conventions
How Forward Impact's Homebrew tap and publish-brew workflow stay coherent.
Kata Agent Team
An autonomous and continuously improving agentic development team — six agent personas, four workflows, fifteen skills, organized as a Plan-Do-Study-Act loop.