Writing
Writing
Designing AI systems that maintain context, enforce quality, and operate inside real engineering environments.
Series
Designing AI Teammates
Mother CLAUDE: Documentation System
A three-tier documentation architecture that reduces AI assistant onboarding from hours to minutes.
Session Handoffs: Persistent AI Memory
Session handoffs are structured documents that give your AI persistent, searchable, portable memory across sessions and tools.
Automating Everything with Hooks
How we used Claude Code hooks to automate session handoffs, context loading, and permission approvals.
Instant Retrospectives: Quality Enforcement
How we made Claude responsible for initiating quality checkpoints at every commit and PR.
The Permission Effect
How explicit collaboration preferences in documentation change AI behavior — a single line transformed a passive tool into a proactive teammate.
Clean Your Room and Eat Your Vegetables
The whole Mother CLAUDE system in one metaphor — an AI that makes sure you do the things you already know you should do.
Custom Agents: How We Built a Team
Custom agents let you split one generalist AI into a team of specialists — and if you have good documentation, you already have the blueprints.
Open source on GitHub.
The Mother CLAUDE documentation system, hooks, and agent templates are all open source. Fork it, adapt it, make it yours.
View on GitHub