AI coding agents speed up code production, but integration and review now slow delivery

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Coding agents can produce corrections, tests and API changes quickly, yet someone still has to verify that these changes work together and can be shipped. GitHub's Octoverse 2025 report cites an average of 43.2 million merged pull requests per month, up 23% year over year, though it does not isolate the share driven by AI. Anthropic reportedly grew from about 2,500 to over 30,000 integrated changes per day between May and September 2026, and its October 2026 account of its Scion project describes reworking version management to handle that volume. The article argues that review capacity and continuous integration pipelines, rather than code generation, now set the pace of delivery. It also warns that independently passing changes can conflict once combined, so merging without textual conflicts still requires testing the combined result.

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