The AI SRE Race Is Running the Wrong Way
Diagnosis is a commodity. Trust is the product.
The AI SRE race will not be won by the agent that diagnoses fastest. It will be won by the system that operators trust enough to grant write access.
A personal note on where AI for operations is actually heading.
Over the past year a new category filled up fast. Depending on how you count, there are now more than a dozen credible tools that call themselves AI SREs. I have watched the space closely, partly because we are building in it, and partly because the speed of convergence is genuinely interesting.
Here is what nearly all of them do. They connect to your telemetry, your code, and your incident tooling. They correlate logs, metrics, and traces. When an alert fires, they form hypotheses, test them against the evidence, and post a likely root cause into Slack, often in under a minute. This is real progress. A few years ago none of it worked. Today most of it does.
Diagnosis is real progress. But it is just phase one.