Thoughts on software, AI, and building things that matter
A reflection on AI literacy from the AI Agent & Copilot Summit, focusing on the shift from using generative AI tools to structuring work, defining accountability, and understanding where human judgment belongs.
Presented on the evolution of AI literacy at the Community Summit Roadshow: access is no longer the differentiator, structure is.
When tokens get cheap, competition shifts from production economics to systems thinking.
For technology leaders: why AI coding agents demand a new engineering control model and how specification-driven development enables scale.
Analyst-Agent Pair for modern teams: practical patterns for agentic workflows with evaluations, observability, and guardrails.
Memory Design for AI Agents: a practical guide to working, episodic, semantic, procedural, and preference memory—with patterns and evaluation tips.