Open notes from an open toolkit

How the kit is made.

Essays, technical guides, research notes, and release reports for people building AI-assisted systems they can inspect and own.

MIT LICENSED
READ + USE + SHARE

The published index

Browse build notes

Pagenary supplies every published entry; aiwg.io presents the catalog and reading experience in one consistent site.

Loading published notes…

Recurring sets

Follow a thread

Field reports Monthly shipping notes and lessons from real development. Under the hood Architecture, contracts, portability, and how the pieces fit. Working methods Practical guides for turning AI sessions into durable practice.