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Hyperset opens a private beta that lets coding agents cite what your app actually did at runtime

Announced Oct 26, Hyperset attaches to local Node.js, Python and Go apps through their native debuggers with no SDK, records arguments, return values and exceptions into a local ring buffer, and lets its own agent or Claude Code, Codex, OpenCode and Pi cite those records while debugging (Cursor isn't supported yet). Access is limited to accepted testers, with a seven-day free trial and automatic change verification still in development.

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GitHub Octoverse 2026: agents drafted over 40% of pull requests in September, up from 17% in March

Published Oct 28, the report counts about 110 million agent started PRs in September (roughly 6x March), with 90% of agent involved PRs merging within two weeks versus about 86% for the rest; GitHub calls its agent count a floor since it only sees detectable agent activity. New repos with an agent config file averaged eight times the commits of those without one (Octoverse)…

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