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A client's on-call rotation was burning people out — not because of real incidents, but because of noise. Here's how we cut alerts by 87% without missing anything that actually required a human.

A single slow database query triggered aggressive retries across four microservices. Within minutes, the entire order pipeline was down. Here's how we traced it and what we changed.

A client's team tripled their PR output with coding agents. Six weeks later, their cycle time had doubled and nobody could explain why.

A 47-minute build pipeline had become sacred infrastructure. When we finally opened it up, we found cargo-culted steps, redundant checks, and a team afraid of their own tooling.

We ran blameless postmortems after every incident. We wrote detailed action items with owners and deadlines. Six months later, 78% of those items were still open — and the same incidents kept happening.