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code-review
42 postsEngineering Management After the Cost of Code Collapsed
AI has slashed the cost of writing code, but engineering management practices split: some core assumptions broke, others didn't. Here's how to tell which.
TormentNexus AI Skill Registry Reaches 5,776 Modules
TormentNexus' AI skill registry hits 5,776 modules, enabling chainable automation for code review, Terraform generation, and database migrations.
Google's Adam Bender on the Future of Software Engineering
Google's Adam Bender explains why AI speeds up programming but not software engineering, and what teams must fix first.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comEpistemic Engine verifies AI code and predicts what will break
Epistemic Engine is an open-source Python tool that verifies AI-generated code and forecasts future failures using deterministic git-history analysis.
Study Finds 38.9% of AI Coding Agent PRs Contain Security Smells
Large-scale study of AI coding agent PRs finds 38.9% contain security smells, with most leaked credentials introduced by human developers, not AI.
Armin Ronacher: AI coding advances even as teams lose shared understanding
Armin Ronacher compares AI-driven vibe coding to the Tower of Babel, showing how coding agents erode teams' shared technical understanding.
Lessons from a Week Evaluating an AI PR Reviewer
Lessons from evaluating an AI PR review plugin: fixing the wrong skill, why risk classification matters, and how upstream evidence quality shapes review accuracy.
Software Factories: Loops, Harnesses, and the Cost of Going Dark
Loops, harnesses, and factories: why dark automation in software pipelines quietly builds comprehension debt behind green tests.
A Practical Checklist for Reviewing AI-Generated Code
Why AI-generated code fails differently than human code, and a prioritized checklist covering hallucinated APIs, missing invariants, and security defaults.
Hooks that stop AI coding agents from claiming unverified reads
A hook-based kit blocks AI coding agents from editing unread files, enforcing scoped changes, consumer checks, and verified session handoffs.