Insights & updates from our experts
Resilience Engineering: The What and How
- The Field Guide to Understanding Human Error
- Resilience Engineering: Concepts and Precepts
- Courses in Lund University’s program on Human Factors & System Safety
- Friendly Fire: The Accidental Shootdown of U.S. Black Hawks over Northern Iraq by Scott A. Snook
- Newsletter - Resilience engineering for software people
- Resilience engineering papers with contributions by John Allspaw
- Drift into Failure: From Hunting Broken Components to Understanding Complex Systems
- The Power of Intuition: How to Use Your Gut Feelings to Make Better Decisions at Work by Gary Klein
- Common Ground and Coordination in Joint Activity by Gary Klein, Paul J. Feltovich, Jeffrey M. Bradshaw, and David D. Woods
- Diversity and Complexity: 2 - Primers in Complex Systems by Scott Page
- How complex systems fail

An AI SRE that knows your incidents
Most AI SREs are pattern matchers trained on public data. They know what a memory leak looks like in the abstract. They don't know that your payments-api has a flaky liveness probe everyone ignores, that the checkout team owns the retry policy, or that the last three "database incidents" were actually cache misconfigurations. That knowledge lives in your postmortems, your Slack channels, and the heads of two senior engineers.

How Long Should ITSM Implementation Really Take in 2026?
Most vendors will tell you ITSM implementation takes six months to a year — but modern, configuration-first platforms have rewritten the math entirely. See what real implementations look like in 2026, and why a long rollout is now a choice, not a given.















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