Reality-adjacent thoughts on software, games, and whatever I’m building.https://kallin.github.io/https://kallin.github.io/blog/agents-eyes-for-motion/https://kallin.github.io/blog/agents-eyes-for-motion/Coding agents can’t see motion: they write an animation, watch the tests pass, and never notice it looks broken. Here’s a trick that gives an agent motion perception: capture the animation as a timed burst, tile it into one labeled contact sheet, and hand it back as a single image.Tue, 16 Jun 2026 00:00:00 GMThttps://kallin.github.io/blog/ontario-budget/https://kallin.github.io/blog/ontario-budget/I built an interactive tool to trace Ontario’s $244B budget as deep as the public data allows, tagging every number as verified, a government black box, missing from public data, or classified. Here’s what I found, and why AI changes what civic analysis can do.Wed, 06 May 2026 00:00:00 GMThttps://kallin.github.io/blog/single-line-complexity/https://kallin.github.io/blog/single-line-complexity/A RuboCop cop I proposed, Metrics/SingleLineComplexity, that applies the ABC metric per line to measure "complexity density" and flag the individual lines packing in too much logic.Thu, 16 Jan 2025 00:00:00 GMT