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AI coding agents generate more code, but not more software

Study finds coding efficiency gains get "absorbed" by human review "bottleneck."

AIagentic codingAI agentscodingpull requestsreview
Ars Technica Oct 9, 2026, 19:43 UTC
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Stacked sessions and pull requests in the GitHub Copilot app

Learn how I modernized an old codebase of mine using stacked sessions and pull requests in the GitHub Copilot app. The post Stacked sessions and pul…

AI & MLCollaborationDeveloper skillsGitHubGitHub CopilotGitHub Copilot apppull requestsstacked pull requestsstacked sessions
GitHub Blog Jul 30, 2026, 17:30 UTC
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GitHub for Beginners: Your roadmap to mastering the GitHub essentials

New to GitHub? This beginner's guide explains version control, repositories, and pull requests—plus everything else you need to start working confid…

Developer skillsGitHubGitHub ActionsGitHub for beginnersGitHub IssuesGitHub Pagesopen sourcepull requests
GitHub Blog Jul 15, 2026, 17:29 UTC
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Agent pull requests are everywhere. Here’s how to review them.

A practical guide to reviewing agent-generated pull requests: what to look for, where issues hide, and how to catch technical debt before it ships.…

AI & MLGenerative AIGitHub CopilotAI agentscode reviewpull requeststech debt
GitHub Blog May 7, 2026, 19:00 UTC

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