blog.spqw.net

Tools, workflows, and the AI era.

Goal-writing evals are how you automate software engineering

A technical note on treating goals, review, and agent instructions as software artifacts that can be tested and improved.

Similarity View: the missing collection primitive

A design research note on embedding-powered map views for tasks, notes, feedback, bugs, and projects.

Why pnpm is great

pnpm saves disk space, installs faster, and enforces correct dependencies. Here's why it should be your default package manager.

AI-generated Confluence pages and Jira tickets are a game-changer

Your company's brain lives in Confluence and Jira. When AI writes directly into those systems, institutional knowledge stops decaying.

Alt-Tab-macos is game-changing in the era of AI multitasking

How a free open-source window switcher became the most important tool for anyone juggling ChatGPT, Claude, Gemini, and a dozen browser tabs at once.