My Digital Garden

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My Weekly Internet Treasures

Curated treasures from the overlooked corners of the internet

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AI Coding will Prevent Expertise | Lars Faye

The need for ongoing friction in long-term skill formation.

How I Find Problems to Solve as a Staff Engineer

How listening broadly turns everyday problems into useful project ideas.

Agent Design Is Still Hard

My Agent abstractions keep breaking somewhere I don’t expect.

22,580: GPT-2 to Kimi K3, explained

Twenty-two thousand five hundred and eighty. That’s how many GPT-2 (2019) models fit inside KimiK3 (2026).

Reviewing and Testing Code | Cursor Learn

Learn how to review AI-generated code, use Bugbot for automated PR reviews, and run cloud agents for parallel testing.

AI Code Review Built for Production | Bugbot by Cursor

AI code review that catches real bugs. Bugbot detects the hardest logic bugs with a low false positive rate.

Amplitude ships 3x more production code with Cursor · Cursor

Amplitude uses Cursor to build an autonomous development pipeline that takes software from idea to production with minimal developer intervention.

Assign PR reviewers - Cursor Automation | Cursor Plugins

Assign reviewers based on code changes and auto-approve low-risk PRs

Git at any scale · Cursor

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Babies born under sugar rationing grew into adults with lower cance...

Britain’s postwar sugar rationing was an accidental experiment. Decades on, it’s revealing how early diet shapes cancer risk, ageing and eating habits for life.

Essays by Maggie Appleton

Maggie's digital garden filled with visual essays on programming, design, and anthropology

Why some people mow a lawn better than others

We analyzed 132,003 attempts to mow a virtual lawn efficiently.