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Dev.to

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16:50
2026-09-16
dev.to
ai-agents

I went through it all

A developer who has extensively used AI coding tools including Codex, Cursor, Claude Code, Copilot, and GLM reports that despite roughly 5x productivity gains, human oversight remains essential. The e…

16:45
2026-09-16
dev.to
ai-tools

Probably you won't like it, but...

Cesar Aguirre published a piece advising people learning to code to adopt a single guiding rule when using AI. The article, framed as a short beginner-focused guide, argues for one core principle in h…

16:36
2026-09-16
dev.to
artificial-intelligence

Benchmaxing: Winning the Exam Is Not Doing Better Work

A developer examined the phenomenon of "benchmaxing" — optimizing models or selectively reporting results to maximize evaluation scores — after finding that Anthropic's Opus 5 scored higher on benchma…

16:04
2026-09-16
dev.to
ai-agents

When the Coding Agent Builds the World It Gets Judged In

A developer behind DATAMIMIC argues that coding agents which generate their own test fixtures and expectations can produce self-consistent but wrong results, because the same misinterpretation of a re…

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