Topic

#Code Review

17 articles on Code Review — 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

Rust's LLM Policy Bans Creation, Not Assistance

The new rust-lang/rust rules protect reviewer trust rather than copyright, and they read like a template other projects will fork.

Article · 3w ago1

Rust's New LLM Policy Is Smarter Than a Ban

Five rust-lang teams will let AI analyze and review code but not author it, with a circuit breaker attached.

Article · 3w ago1

GitHub's Native Stacked PRs End the Third-Party Era

The public preview folds a decade of Gerrit-style workflow tooling into the platform, with a few sharp edges left.

Article · 4w ago0

GitHub's Native Stacked PRs Are a Decade Overdue

The public preview mainstreams Meta-style stacked diffs — and puts a whole category of workaround tools on notice.

Article · 4w ago0

Alibaba's AI Code Reviewer Gets the Architecture Right

The hybrid deterministic-plus-agent harness is the real contribution; the precision claims deserve your skepticism.

Article · 1mo ago5

Harness Engineering Won't Save the Dark Software Factory

Fleet telemetry and a failed four-month experiment point to the same fix: move human review upstream, not away.

Article · 1mo ago0

The Hard Part of Programming Just Moved

Converging evidence says AI assistants don't remove difficulty — they relocate it into verification, review, and system understanding.

Article · 1mo ago1

Better Than a Compiler, Trusted Like One

exe.dev's case for not reading AI-generated code is the sharpest yet, but it borrows a guarantee LLMs don't offer.

Article · 1mo ago4

Copilot /security-review Moves Vuln Catching Earlier

The slash command scans in-flight diffs for high-confidence issues without leaving the coding workflow.

Article · 1mo ago1

Jacquard bets languages must audit AI code

A research language makes effects, uncertainty, and identity first-class so reviewers don't have to read every line.

Article · 1mo ago1

Build a Claude-Powered GitHub Actions PR Review Bot

Wire the Anthropic API into a GitHub Actions workflow that posts inline code review comments on every pull request, automatically.

Tutorial · 1mo ago0

Code Review Isn't a Bug Filter

Treating pull requests as a quality gate blocks flow and misses the point; the real payoff is shared knowledge and a code-health ratchet.

Article · 1mo ago2

Your AI velocity gauge reads backward

A controlled trial found experienced developers felt 20% faster with AI while the stopwatch clocked them 19% slower.

Article · 1mo ago2

When to Reject AI Code Even If It Works

A practitioner's framework for maintaining code quality, ownership, and technical intuition in the age of generative agents.

Article · 2mos ago0

Executing the Diff: How Greptile’s TREX Runs Your Code

By executing code and generating multi-modal artifacts during review, TREX moves AI analysis past the limits of static diffs.

Article · 2mos ago0