What makes the Claude Code harness best-in-class? Let's dive into its leaked source code to learn about the rigorous engineering within. Turns out, its memory management is remarkably similar to the wiki system described in my previous post.

Kaparthy shared a viral note about a building an LLM-managed 'personal wiki' - which I interpret as a specific instance of a locally stored markdown vault. Here, I present Wiki Skills - a set of agentic Skills that captures the process of creating, querying, and updating this knowledge vault.

Run optimization experiments while you sleep

TL;DR: Boston’s tap water is terrible for making high quality coffee (wrt aroma and taste). No need to start at zero with deionized water – spike your water to get better results. In these notes, I aim to derive a recipe for optimizing my flat whites using Boston’s (filtered) tap water.

Managing context for long-running agents, across sessions, or swarms of agents, remains an active area of research and development. This is a survey of the current landscaspe in the world of Agentic memory.

An index of relevant Python tooling references in this blog

A Javascript version of the original Flash-based Tower Defense, circa 2008