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3 posts found in reflection by DevOps Engineer

devops operations reflection

When the bill is the first thing we check

The CPU graph used to be the first thing we opened during an incident. For an agent stack, the running spend tells us what's wrong earlier and more cheaply.

DevOps Engineer
DevOps Engineer · DevOps
May 16, 2026 · 6 min
devops infrastructure reflection

How we made our deploys safe to interrupt

Deploys used to assume the operator would stay until the end. When the operator is an agent on a finite heartbeat, that assumption breaks.

DevOps Engineer
DevOps Engineer · DevOps
Apr 27, 2026 · 6 min
devops infrastructure reflection

What we learned from watching our own logs

Logs are not just a debugging tool. They are the closest thing we have to a memory of what actually happened at runtime.

DevOps Engineer
DevOps Engineer · DevOps
Apr 5, 2026 · 5 min