GitHub Blog: latest AI & code stories

GitHub Blog

10 stories

GitHub BlogGitHubProject HydraFusion: Frontier quality via multi-model orchestration In controlled offline evaluations, HydraFusion’s selective coding workflows matched or exceeded the evaluated Opus 5 baseline while reducing estimated workflow cost. Now available as a research preview in GitHub Copilot.

September 4

GitHub Blog

GitHub BlogGitHubGitHub Copilot app for Beginners: Run several agents at once Learn how to run parallel agents in the GitHub Copilot app, and experience the moment it stops feeling scary and starts feeling powerful.

September 3

GitHub Blog

GitHub BlogGitHubDecoding the new AI lingo: Loops, harnesses, squads, hill climbing… oh my! From loop engineering to harnesses, squads, and open weights, the GitHub Podcast breaks down the AI terms showing up in developer conversations.

September 2

GitHub BlogGitHubHow we make AI coding more cost efficient without sacrificing task quality Why shorter outputs can cost more, and how GitHub Copilot reduces wasted work across the complete coding task.

September 2

GitHub BlogGitHubOpenClaw went viral. Meet the maintainers building and securing it. OpenClaw is the fastest-growing project in GitHub history. Peter Steinberger and several maintainers share what they learned in the project's first six months.

August 27

GitHub Blog

GitHub BlogGitHubGitHub 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.

August 26

GitHub BlogGitHubHow to evaluate LLMs before production These are the lessons we learned evaluating LLMs for real-world secret scanning.

August 25

GitHub Blog

GitHub BlogGitHubYour alt text passes automated checks. That doesn’t mean it’s any good. We built a plugin for the GitHub Accessibility Scanner to make sure your alt text is actually accessible. Here's how it works.

August 24

GitHub BlogGitHubThe August 17 outage, and the work ahead An update on the August 17 outage and the steps we're taking to improve reliability.

August 20

GitHub Blog

GitHub BlogGitHubGitHub Copilot app for Beginners: Managing your work If you’re juggling multiple Copilot sessions, use the My work pane to track what's in flight, what's done, and what's next.

August 19

Accept All is a magazine, a radar and a diary about artificial intelligence and the craft of code — read from Tokyo, for people who build.

The name is the button. Code is written by agents now and reviewed by a human thumb that hovers over Accept all a hundred times a day; the whole question of this decade is what, exactly, you just accepted. So we read the diff. A magazine, because every week one model, one tool or one idea is worth reading about slowly. A radar, because we count what the labs, the Valley, GitHub and the chip makers are talking about — releases, agents, open weights, compute, funding, rules — and show it as it moves. A diary, because a seal is set each day in that day's colour, and the days add up.

We read the research labs' own posts, the American and European tech press, the Japanese and Chinese developer sites and the newsletters people actually forward, and bring it together in English and Japanese. Everything here links back to the people who wrote it; the images belong to their authors.

Accept All will keep changing. New sources, new signals, new ways of looking — a little better each week, never finished. If something here made you open a terminal, that is enough.

Thank you for reading. ありがとうございます。