Postmortem: How a Biased LLM Introduced Discriminatory Code in Our Hiring Platform
In Q3 2024, our hiring platform’s automated resume screener rejected 37% more female candidates for backend engineering roles than male candidates wit…
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Postmortem: A Kafka 4.0 Broker Failure on Kubernetes 1.34 Caused 1 Hour of Message Lag for 10k Topics
At 14:22 UTC on October 17, 2024, a single Kafka 4.0 broker running on Kubernetes 1.34 suffered a cascading failure that pushed message lag to 14 hour…
The Spot Instance That Killed Our Payments Service (And Why It Took Us 47 Minutes to Find It)
It started at 1:49 AM. PagerDuty fired — payments-service entering CrashLoopBackOff, 3 replicas simultaneously. On-call engineer paged. I joined the i…
Anthropic April 23 Postmortem: 3 Confounding Changes Behind Claude Code's Month-Long Quality Drop
Anthropic April 23 Postmortem: 3 Confounding Changes Behind Claude Code's Month-Long Quality Drop Reading like an aviation accident report — engine fa…
Post-Mortem Best Practices That Actually Drive Change
The Post-Mortem Nobody Learns From I've sat through hundreds of post-mortems. Most follow the same pattern: something breaks, someone writes a Google …
Post-Mortem Best Practices That Actually Drive Change
The Post-Mortem Nobody Learns From I've sat through hundreds of post-mortems. Most follow the same pattern: something breaks, someone writes a Google …