GitHub Copilot app for Beginners: Automate Dependabot pull request triage

Managing library updates can be tedious at times. Learn how the GitHub Copilot app can handle this type of repetitive task. The post GitHub Copilot app for Beginners: Automate Dependabot pull request triage appeared first on The GitHub Blog.

Managing library updates can be tedious at times. Learn how the GitHub Copilot app can handle this type of repetitive task. The post GitHub Copilot app for Beginners: Automate Dependabot pull request triage appeared first on The GitHub Blog.

In context

• Topic: Desarrollo con IA — Copilotos y agentes en el ciclo de desarrollo de software.
• Source: The GitHub Blog
• Published: 26/08/2026

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Why it matters

AI applied to development moved the bottleneck. Writing code stopped being the slow part; now the slow part is reviewing, understanding and maintaining what was written. Any team adopting these tools without adjusting review gets faster in week one and slower by month three.

I distinguish between accelerating an experienced developer and accelerating someone just starting. In the first case the tool multiplies judgement; in the second it multiplies the lack of it. Adoption policy has to acknowledge that difference or the codebase fills with plausible, wrong code.

What usually goes wrong

Where I see most stumbles is in the conversation with people. The tool gets announced as a productivity improvement without saying what is expected of each person, and everyone fills the silence with their own fear. Adoption does not stall on the technology, it stalls on what was left unsaid.

What to watch

• Whether total time to production drops or only writing time, which is not the same thing.
• What happens to code review: if the assistant produces more, somebody has to read more.
• What happens to tests — generating code without generating tests only moves the problem forward.

How I read this entry

I would treat it as a process change, not a tool change. The assistant shifts who does what inside the team, and that has to be discussed with people beforehand, not discovered in the retrospective once somebody already felt replaced.

This entry is an excerpt from the original source, selected by the site radar. The commentary above is the site's own and does not belong to the cited publisher.