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The latest News and Information on Incident Management, On-Call, Incident Response and related technologies.

Why Config Changes Cause Most Cloud Outages in 2026

If you have watched the incident channels light up over the past few weeks, you already sense the theme of 2026: cloud outages are no longer rare, dramatic once a year events. They are a steady drumbeat, and most of them trace back to the same root cause. Not a data center fire, not a rogue backhoe severing a fiber line, but a routine configuration change that went out, behaved differently than expected, and cascaded.

On-Call Incident Response When Outages Are the New Normal

If your engineering team feels like the outage alerts have gotten louder in 2026, the data agrees with you. Strong on-call incident response has quietly become the difference between a five minute blip and a headline. In the week of July 20 to 26, 2026, ThousandEyes tracked 610 global network outage events, up 4 percent from the 587 the week before, with United States outages rising 10 percent to 457 (Network World).

Institutional knowledge doesn't scale: Building an agentic data analyst

We’ve previously written about how deeply embedded data is in people’s day-to-day work at incident.io, and I’d have it no other way — demand for data is undoubtedly a good thing. What risks breaking at scale, however, is everything downstream of that demand: data-team capacity gets stretched thin, dashboard sprawl outpaces anyone's ability to maintain it, and stakeholders can't reach an answer without going through the data team.

Third-Party Outages: On-Call Lessons From Q2 2026

Cloudflare just published its Q2 2026 Internet Disruption Summary, and the biggest lesson for on-call engineers is uncomfortable: most of the outages that ruin your week are not caused by your own code. Third party outages, upstream provider failures, cable cuts, DNS misconfigurations, and government shutdowns all produce the exact same symptom your users care about, which is that your product stops working.

Cloud Outage Response: Lessons From July 2026

Cloud outage response got a brutal stress test in July 2026. In the span of nine days, three separate cloud infrastructure failures took large chunks of the internet offline: AWS CloudFront on July 16, Microsoft Azure West US on July 23, and AWS us-west-2 on July 24. None of them were caused by a dramatic data center fire or a nation state attack. They were routing faults, configuration translation bugs, and a piece of networking hardware on the path between a region and a metro area.

Incident Response Lessons From a 3 GW Grid Drop

When a transmission line faulted in Ashburn, Virginia on July 22, 2026, more than 3 GW of data center load vanished from the PJM grid in seconds. That is roughly three percent of total grid demand at the moment it happened, and the grid took about ten minutes to stabilize instead of the milliseconds a routine disturbance normally requires. For anyone who owns a pager, this is more than an energy story.