Generating code got easy. Making it last didn't.

You're billed for every thinking token, including the ones the vendor hides from you, and more thinking doesn't always mean a better answer.

A menu-bar viewer for spec driven development: one badge counts every change still in flight across all your workspaces, and a click opens the tree.

Specs are easier to work with when they follow a familiar structure and you can find the changes that need your attention.

UK take-home pay by year, month and week, plus the 62% marginal-rate corridor between £100,000 and £125,140 where a pay rise is worth least.

Story points began as ideal days times a load factor. Teams still convert them back, velocity is that conversion in public, and throughput beats both.

Model benchmark tables and one-shot demos are vendor-run, Goodharted, and blind to your harness. The only benchmark that predicts your work is your work.

Convert PDFs to clean Markdown locally on Apple Silicon with marker, so LLMs can ingest documents efficiently without rasterising every page.

Transcribe video locally on Apple Silicon with whisper.cpp at 5–8x realtime — no API key, no per-minute charges, no audio leaving the laptop.