Topic

#Code Quality

11 articles on Code Quality — news, releases, guides and analysis from the SourceFeed engine.

Tutorial 3d ago 0

Write a Custom ESLint Plugin to Enforce Your Team's Coding Standards

Build, test, and ship an ESLint rule that blocks your team's anti-patterns at commit time.

Lenn Voss

AI Learned All Our Code and None of Our Judgment

Training on commit histories won't fix it — models already read them, and the maintainability data keeps getting worse.

Article · 1w ago0

AI Made Prototypes Free. Production Didn't Get Cheaper.

New data from Veracode, Stack Overflow, and METR keeps confirming that the demo was never the hard part.

Article · 1w ago1

Opus 5 Quadruples a SlopCodeBench Subset — by Tripling the Code

The pass rate jumped, but the volume and lint metrics show long-horizon code quality is still unsolved.

Article · 2w ago0

Ruff Flips On 413 Default Rules and Breaks Your CI

Astral's first defaults change since 2023 ends the flake8-clone era, and it's the right call.

Article · 2w ago2

Your Management Playbook Assumed Code Was Expensive

DORA, GitClear, and METR data all confirm the bottleneck moved from writing code to verifying it.

Article · 2w ago0

The New Economics of the AI Software Rewrite

AI-assisted coding is flipping the cost-benefit math on when to rewrite legacy systems instead of patching them.

Article · 1mo ago0

The cleanup bill for AI code is now itemized

A refactoring shop that bills by the line deleted is a market signal worth reading closely.

Article · 1mo ago5

The Supply Chain Risk of LLM Code in Dependencies

As maintainers use generative AI to write library code, downstream projects face unprecedented quality, legal, and maintenance risks.

Article · 1mo ago0

The Vibe Coding Bill Comes Due

AI-generated code is breaking GitHub and degrading codebases. Automated quality gates are the only way to survive the flood.

Article · 1mo ago5

Command Center Targets the 'AI Slop' Problem With a Quality-First Coding Environment

A new agentic coding environment called Command Center tackles the gap between AI-generated code and production-ready code — with a refactoring agent, guided diff walkthroughs, and parallel workspace management baked in.

Article · 2mos ago0