The Resilience Loop: Building Systems That Learn
I've spent the last decade building resilient systems — real-time pipelines processing millions of records, SaaS platforms serving hundreds of thousands of VMs, tax tech handling billions in filings.
The pattern is always the same: Speed gets you to market. Innovation gets you noticed. But resilience keeps you alive long enough to matter.
I just launched a 3-part series breaking down the framework that reduced our alerts by 90% while maintaining zero SLA violations.
The Five Loops:
- Prevention → Design for failure before it happens
- Detection → See the invisible early
- Reaction → Bias to action under pressure
- Analysis → Learn at the speed of truth
- Action → Close the loop
Each phase is a constraint. Miss one, the cycle breaks.
Read Part 1: The Five Loops of Resilience →
What's your experience with incident management? Which loop do you struggle with most?
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