The Blog
Writing on agentic AI.
Practical, honest pieces on building and designing agentic AI systems. Field notes from production work, written for engineers, architects, and technology leaders.
- May 15 2026
GitHub Copilot in 2026: A Practical Learning Guide for Developers
A breadth with depth guide to the GitHub Copilot ecosystem in 2026: foundations, plans, assisted and agentic workflows, the CLI, MCP, enterprise governance, and what is obsolete.
- May 11 2026
Agentic Coding Is Real. Here is the Mental Model Every Leader, Engineer, and Recruiter Needs in 2026
A vendor-neutral mental model of agentic coding in 2026: what changed, the working definition of an agent, AGENTS.md, modes of autonomy, the MCP stack, and principles that have held up across two years.
- Jan 23 2026
Sharing My AWS Certified Generative AI Developer (AIP-C01) Prep Notes
Architecture-focused prep notes for the AWS Certified Generative AI Developer Professional (AIP-C01) exam: Bedrock, RAG, agents, guardrails, cost and latency, evaluation, and common exam traps.