Tag: slop-code-bench

All the articles with the tag "slop-code-bench".

• Slop Is Moving Up the Stack

  Published: 12 Nov, 2026 |  at  10:15 AM

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  Agents write cleaner lines of code than a year ago. The slop moved into design: hand-written copies of libraries, catch-all error handling, and libraries other agents don't use.

• GPT-5.4 Writes Clean Code That Fails More Tests

  Published: 6 Mar, 2026 |  at  06:00 AM

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  GPT-5.4 writes the cleanest code of any GPT model we've tested — and fails more tests than 5.3. Erosion drops, duplication drops, but pass rate and core both regress. We dig into why.

• Opus 4.6 and GPT-5.3 Codex Score Higher, but the Code Is Still a Mess.

  Published: 11 Feb, 2026 |  at  06:00 AM

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  Anthropic's Opus 4.6 copy-pastes. OpenAI's GPT-5.3 Codex over-abstracts. Both miss edge cases at the same rate. New SCBench results with a guide for when to trust each model.

• Coding Agents Are Lazy Patchers

  Published: 12 Jan, 2026 |  at  07:40 AM

  [code]

  AI coding agents become lazy patchers under iterative changes, copying code instead of refactoring. This creates massive god functions that are unmaintainable—explaining the gap between benchmark scores and real-world experience.