Pinned Posts

Deep Dive into Claude Code Harness - Chapter 1: Memory Management

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.

Introducting Wiki-Skills: Agent Skill for Managing Markdown Vaults

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.

Autoresearch: Autonomous Hill-Climbing for Any Optimizable System

Run optimization experiments while you sleep

Coffee Water Composition

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.

A Review on Agentic Memory

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.

Python Tooling

An index of relevant Python tooling references in this blog

Tower Defense

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

Mocking

Mocking is tremendously important in unit testing because it isolates the unit under test. Use mocking to prevent unnecessary calls to external resources and control your object behavior to test for edge cases!

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RAGs

Ok, this is really basic, but I finally got to reading about Retrieval-Augmented Generation. The concept is simple, but I wanted to sketch how RAGs work in just a teeny bit more technical detail than most diagrams out there:

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r/biotech Salary Survey 2024

What are the normal salary ranges in biotech? How does this change for different experience levels? How much do bonuses and equities contribute to income? In this post, we explore these questions and more using survey data from r/biotech.

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