Designing visual regression loops for coding agents
Turning screenshots, heatmaps, and structured reports into repeatable UI repair workflows.
Read the essayTechnical field notes
Engineering notes for systems that outlive the sprint.
Long-form writing on frontend tooling, agent workflows, visual testing, and the small decisions that make software easier to maintain.
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May 12, 2026
11 min read
What UI migration reports should tell an agent
Designing reports that make diffs actionable instead of ambiguous.
May 05, 2026
9 min read
Keeping design tokens boring enough to work
A practical guide to token structure, naming, and change safety.
Apr 30, 2026
6 min read
When a screenshot is a better spec than prose
Using images as executable specifications in everyday workflows.
Apr 21, 2026
9 min read
Tiny decisions that improve long-term DX
Small workflow constraints that make future edits easier.
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Memory Atlas is a personal blog by an engineer who writes to understand.
Notes on building, testing, and maintaining software systems.