AI Patterns
The current patterns I'm using and hardening for delivering enterprise software with AI agents.
Guides
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Automated Code Review with AI Agents Reference Architecture (v1.0) - A hybrid approach combining deterministic rules-based tooling with context-aware AI agents to automate everything that can be automated about code review.
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Leading an Agentic Development Team (v1.0) - A playbook for leading AI agents as team members, covering mission setting, acceptance-test-driven development, building focused specialist agents, and validating outcomes over activity.
Articles
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AI is a High Pass Filter for Software Delivery - Why AI amplifies your engineering discipline—teams with strong practices get dramatic improvements, while those without discipline struggle with generated garbage.
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Incorporating AI Without Crashing - A practical roadmap for integrating AI into existing teams, starting with foundational delivery challenges before jumping to code generation.