📊 Code Metrics

Complexity Analysis, Technical Debt, Maintainability, Software Quality

Python Code Quality Tools Beyond Linting
dev.to·16h·
Discuss: DEV
📦Monorepos
Automatic Building Code Review: A Case Study
arxiv.org·2h
📦Dependency Analysis
Automated Verification of Code Logic & Security Vulnerabilities via Hyperdimensional Semantic Analysis
dev.to·1h·
Discuss: DEV
🌳Pattern Match Compilation
The Best Performance Optimization Is Sometimes Changing Your Architecture
reddit.com·19h·
Discuss: r/webdev
🚀Code Motion
Embracing the parallel coding agent lifestyle
simonwillison.net·18h·
Discuss: Hacker News, Hacker News
🎮Language Ergonomics
Code repeating itself in a codebase slowly becomes a form of tech debt-and it’s tricky to avoid on larger projects, even at Google.
bsky.app·17h·
Discuss: Bluesky
🏺Code Archeology
The Engineering Scalability Crisis: Why Standard Code Structures Matter More Than Ever
dev.to·9h·
Discuss: DEV
🎭Program Synthesis
Opti's Claude 4.5 Sonnet "vibe coding" report
stacker.news·17h
🔬Nanopasses
Dimensional Analysis in Programming Languages (2018)
gmpreussner.com·11h·
Discuss: Hacker News
🔢Algebraic Datatypes
Unit Testing is Overrated and Won't Help You Write Better Code
dev.to·1h·
Discuss: DEV
🧪Zig Testing
Building Custom Evaluators for AI Applications: A Technical Guide to AI Quality Assessment
dev.to·1d·
Discuss: DEV
🔮Metacircular Evaluators
ROCm/TheRock
github.com·4h
🔄Cross-Compilation
The Death of Microservice Madness (2018)
dwmkerr.com·19h·
Discuss: Hacker News
🛡️Capability VMs
Souvenir
deprogrammaticaipsum.com·3h
🔗Weak References
Era of AI slop cleanup has begun
bytesizedbets.com·1d·
Discuss: Hacker News, r/programming
🏺Code Archeology
Replacing Input Specifications for AI Coding with Visual Programming Diagrams
medium.com·1d·
Discuss: r/programming
🎭Program Synthesis
Getting Better at Software Engineering
madhadron.com·2d·
Discuss: Lobsters, Hacker News
🎮Language Ergonomics
valuetier.org (and some thoughts on LLMs)
ericphanson.com·12h·
Discuss: Lobsters, Hacker News
📚Self-Documenting Code
Restoring Reliability in the AI-Aided Software Development Life Cycle
cacm.acm.org·2d
🎭Program Synthesis
The Inverse Matrix problem
talesfrom.dev·6h
🚂Error Propagation