TL;DR: Three posts, one quiet theme: the structure you don’t design still gets drawn. “Laws & Disorder” opens with Conway’s Law — your architecture mirrors your org chart, so shape the teams first, an…
2026
TL;DR: This week was about taking a big idea off the whiteboard and finding the exact AWS building block that turns it on. Two posts continue the “Whiteboard to Cloud” series: compression as the clean…
TL;DR: This week was about where knowledge lives, who owns it, and where the real work actually is. Three posts climb the agent-memory ladder: naming the spectrum, then the retrieval mechanism (vector…
🎬 Also available as a blog walkthrough video — a short narrated tour of the week’s five posts. TL;DR: Five posts this week, and they rhyme. Each one treats an AI agent as a first-class user of a syste…
🎬 Prefer to watch? This week’s review is also a narrated video walkthrough. TL;DR: Six posts this week, and most of them do the same thing: take guidance or a principle and turn it into something you …
TL;DR: Six posts this week, all circling one idea: with AI systems, raw model power is rarely the differentiator — the structure, governance, and craft around the model are. A paper (and a Bedrock rep…
TL;DR: Six posts went out this week, and three of them kept circling the same idea: reliability in AI agents does not come from better prompts, it comes from structure. Boundaries, constraints, and co…