Topic

#Code Quality

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

Article 1w ago 2

AI Didn't Wreck Your Codebase. Your Review Budget Did

GitClear, DORA, and METR data show AI-era tech debt is real and measurable — and slowing down is the wrong fix.

Mariana Souza

Engineering Fundamentals Are Now the Agent Interface

The delivery data behind AI coding says tests, boundaries, and review are what the tools actually run on.

Article · 2w ago2

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.

Tutorial · 2w ago0

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 · 3w 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 · 4w 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 · 1mo 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 · 1mo 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 · 1mo 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 · 2mos 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