Urgent.News

What's breaking now, across thousands of outlets.

AI

How I Built an Autonomous Sev-1 SRE Swarm in Slack with Switch AI: Resolving Production Outages in 13 Seconds

🚀 How I Built an Autonomous Sev-1 SRE Swarm in Slack with Switch AI, Gemini 3.5 Flash, and PyGithub From a 2:00 AM PagerDuty Nightmare to a 13-Second Automated Hotfix with Zero-Trust Human Governance. Written by Lokesh Sai (Team Jarvis) for the Flip the Switch Hackathon (Track 01 & Best Blog Track) 📺 Project Links & Live Proof Live Video Demonstration (2.3 min): Watch the Full Demo on Google…

In the midst of a 2:00 AM PagerDuty nightmare, engineering team members scramble to resolve a critical Sev-1 incident. The server-side error log reveals an exhausted database connection pool leading to 504 Gateway Timeouts across key APIs. Three senior engineers collaborate in a Slack war room, working to diagnose and address the issue.

Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

Read the original at dev.to →

More in AI

在同一份 Note 裡,osFoundry 如何避免 Claude 的編輯蓋掉別人的編輯?

這是 Claude 對話在 osFoundry Notes 上可以用的寫入工具,內容取自公開 MCP endpoint 的列表。資料是 2026-11-06 用未驗證的 tools/list 抓下來的,只保留跟本文有關的欄位: { "name" : "edit_note_tab" , "description" : "Use an exact tab ID and version from…

  • osFoundry's Note tab prevents Claude's edits from overwriting others.
  • Required fields: noteid, tabid, expectedversion, idempotencykey.
  • Operation type determines action: replacetext, replacetabdata, etc.

I Spent 8 PRs Fixing My AI Fact-Checker. Then I Deleted All 12,852 Lines.

I asked AI to check AI. It cost more, caught nothing, and broke good articles. I run a few product sites where AI writes the articles. Power stations, gear, that kind of thing.

  • Author spent 8 PRs refining AI fact-checker, but it failed
  • Fact-checker blocked good articles with false alarms
  • Author deleted checker, removed 12,852 lines of code

Is Mandating AI Use in the Workplace Backfiring?

Some workplaces are holding mandatory AI training sessions, while others "are requiring employees to use a specific number of tokens," reports the Washington Post, "or log a certain amount of time on…

  • Mandating AI use may backfire, according to Stanford professor Arvind Karunakaran
  • Consuming many tokens doesn't guarantee substantial value creation
  • Employees may feel undervalued and disengaged without considering benefits

More from Saturday 7 November →