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AI-Assisted Development

8 articles

Karpathy's autoresearch ran 700 experiments in two days. I dissected the loop, tested its limits, and found the 2.8% hit rate nobody's talking about.

CrowdStrike found that political trigger words increase DeepSeek-R1's vulnerability rate by 50%. The implications go far beyond one model.

Models claim 1M tokens. Research shows they struggle past 32K. Here's what 'lost in the middle' means for developers stuffing codebases into prompts.

I generated passwords across seven LLMs — from Gemini 1.5 to GPT-5.4 — and measured their entropy. Centuries to crack? Try hours.

A GitHub issue title compromised Cline's CI/CD pipeline, stole npm tokens, and pushed malware to 4,000 devs. The first AI supply chain attack.

AI code suggestions work like slot machines — variable rewards, dopamine hits, and a feedback loop that's reshaping how developers think and learn.

AI coding tools invent package names that don't exist — and 43% of those names appear consistently across sessions. Attackers are registering them.

A ranked breakdown of ten agentic coding tools — from Continue and Cline to Claude Code and Cursor — scored on autonomy, context, and friction.