Parsimony
Open-source benchmark that measures how much code AI models add in patches that pass coding benchmarks, compared with other models on the same tasks.
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- AI code review bottleneck: Postgres 19's reverts and a 718-firm study, the October 2026 numbers
Agents raised pull requests 23% across 718 firms, but time to merge rose 49% and resolved issues stayed flat. Postgres 19 reverted 8 to 10 features.