System Design Interview Roadmap

System Design Interview Roadmap

Post-Mortem Process: Learning from Failures

Issue #134: System Design Interview Roadmap • Section 5: Reliability & Resilience

Oct 12, 2025
∙ Paid

What We'll Learn Today

  • Why post-mortems are your system's learning superpower

  • The anatomy of blameless post-mortems that actually prevent future incidents

  • Real-world post-mortem processes from Netflix, Google, and Amazon

  • Building a culture where failures become competitive advantages

Youtube Video:


The $100 Million Lesson

When AWS S3 went down in February 2017, it took half the internet with it. Slack, Trello, GitHub—all dark. But here's what most people missed: AWS didn't just fix the bug and move on. They published a detailed post-mortem that became a masterclass in transparency and systematic learning.

That post-mortem didn't just prevent future S3 outages—it influenced how the entire industry thinks about operational resilience. This is the power of treating failures as learning opportunities rather than blame assignments.

The Blameless Revolution

Traditional incident responses focus on who broke something. Effective post-mortems focus on how the system allowed something to break. This shift from person-focused to system-focused analysis unlocks genuine learning.

User's avatar

Continue reading this post for free, courtesy of System Design Roadmap.

Or purchase a paid subscription.
© 2026 SystemDR LLP · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture