Add a human breakpoint to your AI SRE agent workflow before it acts
Reaching a tool and being allowed to use it are two separate lists in the config. Put the mutable Kubernetes tools on the second one and each call pauses.
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Konstruct product updates: GitLab support, platform broadcasts, and a permission model built for scale
July has been one of our most structurally significant releases yet for Konstruct. With 0.6, we've shipped a second git provider, a completely reworked authorization model, new tooling for AI-assisted troubleshooting, and a handful of improvements that are smaller in scope but large in impact for day-to-day platform operations. Let's walk through what shipped and why it matters. You can explore the full 0.6 release notes directly in the docs.
Incident Response When the Outage Isn't Yours
Most of the outages that will page your team this quarter did not start in your code. They started in the physical world: a storm, a severed fiber cable, a data center losing power, or a government flipping a national switch. That is the uncomfortable takeaway from Cloudflare's Q2 2026 Internet Disruption Summary, published on July 29, and it has real consequences for how on-call teams practice incident response.
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.