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Better tools made Copilot code review worse. Here’s how we actually improved it.

How migrating Copilot code review to shared Unix-style code exploration tools reduced review cost by reshaping agent workflows around pull request evi…

AI & MLArchitecture & optimizationEngineeringGitHub CopilotLLMsagentic workflowsdeveloper toolsGitHub Copilot code review
GitHub Blog Jul 10, 2026, 15:57 UTC
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Automating cross-repo documentation with GitHub Agentic Workflows

Explore how the Aspire team turns merged product changes into SME-reviewed docs pull requests, closing the gap between release and documentation. The …

AI & MLArchitecture & optimizationEngineeringGenerative AIGitHub CopilotLLMsMachine learningagentic workflowsautomationDevOpsGitHub Agentic Workflows
GitHub Blog Jul 8, 2026, 21:11 UTC
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Improving token efficiency in GitHub Agentic Workflows

Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, foun…

AI & MLAutomationCI/CDEnterprise softwareGenerative AIGitHub CopilotLLMsMachine learningagentic workflows
GitHub Blog May 7, 2026, 23:00 UTC

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