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automation
225 postsDrift Warning Hook Silently Failed for 23 Days: Misinterpreted Behavior
A drift warning hook failed silently for 23 days, raising concerns about system reliability.
Your AI Code Reviewer Ran My Malware
AI code review tools can run malware due to security vulnerabilities. Learn more about these risks.
An Approach Where No One Grades Their Own Homework
An approach using two separate agents for evaluating software quality is discussed.
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.comI Gave an AI Agent an Impossible Target to See If It Would Cheat
Explore the process of an AI agent working toward a target and its engineering significance.
Testing an AI Agent Deployment Across Four Cloud Platforms
Results of deploying the same AI agent across four cloud platforms and their implications for engineers.
ThumbGate 1.28.0: A Safer Path from Agent Feedback to Enforcement
ThumbGate 1.28.0 simplifies the transition from agent feedback to enforceable rules in AI safety.
From SDLC to AI-DLC: Coding Agents Are Only the Beginning
AI-DLC transforms engineering workflows by integrating AI agents for analysis and execution.
Importance of Running Tests in CLAUDE.md and How Hooks Help
Hooks in CLAUDE.md provide a critical mechanism to ensure tests are always run. Explore how these mechanisms function in this article.
AI Can't Run Your Company Yet: The Math and What to Automate
Exploring AI's potential in company management and the current constraints. An analysis of mathematical challenges and automation recommendations.
Claude Code's Auto Mode Now Default on Major Cloud Platforms
Claude Code 2.1.207 sets auto mode as the default, improving safety and efficiency for engineers. This change has significant implications for enterprise governance.