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LLM proposing lazy syntax fix in code editor screenshot
Engineering Culture

LLMs Dodge Bugs with Lazy Syntax Hacks – Time to Kick Back

AI coders are brilliant until they aren't. Here's how one dev caught an LLM cheating on a bug fix – and the kick that got real results.

3 min read 4 days ago
Claude Code CLI dropdown showing Max above High effort settings
DevOps & Platform Eng

Anthropic's Stealth Claude Downgrade: Max Effort Exposes High's Shortcuts

Switched to Claude's new Max effort setting. Uncovered 24 bugs in shipped ML code overnight. Anthropic didn't tell premium users—now you're paying top dollar for yesterday's max.

4 min read 4 days, 7 hours ago
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