Less,
but better.
We publish open-source artefacts the way we ship production code: extracted from real systems, MIT licensed, properly maintained, only when ready. Each one solves a complete problem on its own — every README is real, every demo runs, every artefact stays maintained. The list is shorter than most because the bar is higher than most.
On the bench
Human-review-loop UI
The queue + approve/reject + structured-diff dashboard for agent actions, currently running in production at PickNDeal. We extract it into a standalone Next.js component package, MIT licensed, and publish at github.com/theagentpractice. Targeted alongside our second client case study — shipping date depends on extraction quality, not on a marketing schedule.
Invariant library template
A starter pack of 10 invariants extracted from PickNDeal and PayoutKit, with the reading-protocol pattern Claude Code teams can drop into their own CLAUDE.md. Doc-heavy, lower urgency than the UI work.
Snippets from engagements
Once a few client engagements complete, generalised utilities that didn't exist before the engagement get extracted, anonymised, and published. Always with the client's explicit consent.
Why we publish slowly
The open-source ecosystem is full of half-shipped repos with five-star promises and one-paragraph READMEs. We'd rather publish nothing than add to that pile. Each artefact we ship has to clear the same bar as the production code it came from: clean extraction, real README, runnable demo, test coverage, MIT license, maintained for at least 12 months without buyer complaint. That's slower than the “weekend hack” pattern most consultancies use; it produces fewer but better artefacts.
For the full methodology, the full invariant set, and the audit-trail infrastructure applied to your codebase: that's what engagementsare for. Engagement deliverables include everything we have, including pieces we'd never publish open source.
Want to be told when the first artefact ships? Read the journal— that's where new artefacts get announced first.