Projects

Posts in category: projects

• Feb 8, 2026

  Killer Context

  TL;DR: I theorize that coding agent errors compound over time leading to increasingly worse outcomes as a session continues. I built Blackbird based on this theory, which restarts each task in a plan with a fresh context window, with a new task’s instructions as its starting point. This minimizes deviation...

• Jan 20, 2026

  Vibe coding but better

  TL;DR – I built blackbird, a CLI tool to break your work down into manageable chunks that Claude Code or Codex can follow easily. Then I used that to build key-keeper, a browser extension to securely share API keys with websites.

• Dec 28, 2025

  I set out to learn Rust

  …and I guess I got a little distracted, because I built a POC document ingestion and vector search app instead.

• Jun 30, 2023

  Analyzing the Data Engineering Discord Server with DuckDB

  In case you didn’t know, there’s a fantastic Data Engineering community on Discord (invite here). I’ve been a member of this server since the very start, and I’ve seen it grow substantially over the years. If you read that last sentence again, you’ll notice that it’s really vague. When was...