Better tools made Copilot code review worse. Here's how w... - 惯性聚合

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How we make AI coding more cost efficient without sacrificing task quality Your alt text passes automated checks. That doesn't mean it's any good. Using the GitHub Copilot SDK for Java Turn one giant AI-generated pull request to a reviewable stack Don't stop early: Case-folding source code at memory speed Tame Dependabot: Group your updates, slow the cadence, keep security fast The cost of saying yes has changed Automating cross-repo documentation with GitHub Agentic Workflows From latency to instant: Modernizing GitHub Issues navigation performance How GitHub uses eBPF to improve deployment safety The uphill climb of making diff lines performant Agent-driven development in Copilot Applied Science Continuous AI for accessibility: How GitHub transforms feedback into inclusion How we rebuilt the search architecture for high availability in GitHub Enterprise Server From pixels to characters: The engineering behind GitHub Copilot CLI’s animated ASCII banner When protections outlive their purpose: A lesson on managing defense systems at scale Post-quantum security for SSH access on GitHub How GitHub engineers tackle platform problems

Better tools made Copilot code review worse. Here's how w...

Napalys Klicius · 2026-07-10 · via The latest from GitHub's engineering team - The GitHub Blog

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