July 12, 2026 Weekly Review — July 6-12, 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…

July 8, 2026 How My Setup Learns While You Sleep

TL;DR: The thing that makes an agent get better over time is a loop, and the loop is the same whether you buy it or build it: capture raw interaction, consolidate it on a schedule, and keep the lesson…

July 5, 2026 Weekly Review — June 29-July 5, 2026

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…

July 3, 2026 Your Obsidian Vault Is a Knowledge Graph

🎬 Also available as a blog walkthrough video: a narrated screencast of this post. TL;DR: Tony Seale spent six months working almost entirely inside a markdown wiki wired to an LLM, and argued the most…

June 29, 2026 Agent Memory Is a Spectrum, Not a Switch

🎬 Also available as a blog walkthrough video: a narrated screencast of this post. TL;DR: “My agent keeps forgetting things” is usually not a model problem. It’s a memory-architecture problem. Agent me…

April 10, 2026 Is RAG Still Needed with 1M+ Token Context Windows?

The Kofferklausur, Revisited In September 2024, a colleague asked an audience: “What is RAG?” I answered: Kofferklausur [1]. For non-German speakers: a Kofferklausur is an open-book exam. You bring yo…