What you’ll find here
Workflows
Repeatable patterns for daily automation, AI-assisted scoping, and shipping with quality gates.
Tools
Environment setup, AI tool configurations, and MCP server integrations for daily use.
AI Automation
Role-split execution using OpenClaw as orchestrator and Codex as implementer.
Updates
Practical notes on AI tool updates and how they affect day-to-day workflows.
Who this is for
Primarily for the author — a way to maintain durable, searchable notes that survive across projects and tools. Secondarily useful for anyone doing similar work: building with AI agents, managing delivery workflows, or evaluating AI tool changes. The perspective is that of an engineer building things, not a researcher or analyst. Guides lean toward action over theory.Philosophy
Three principles shape what gets documented here: Practical over comprehensive. A guide that helps you make one decision or run one workflow is more useful than an exhaustive reference page you skim and close. Durable over timely. Specific tool versions and model names change. Patterns, principles, and workflow structures tend to stay useful longer. When content becomes outdated, it gets updated or removed. Verified over assumed. If a workflow is documented, it has been used. Notes about AI tool updates include an evaluation step before adoption.How to navigate
Use the tabs at the top:- Start — this page and setup guides
- Workflows — AI automation and project delivery patterns
- Tools — environment and AI tool references
- Updates — AI tool update log
Quickstart
Run the docs locally and add your first page.