A partner's webhook sender retried aggressively on our 5xx responses, and their retries became the majority of load on the...
A scaling policy tuned for a smooth traffic curve met a genuinely spiky workload and oscillated between 8 and 40 pods for six...
A code review missed an N+1 query hiding behind an ORM helper method. It was invisible until one customer's account, with 40,000...
An NTP sync failure on a subset of auth-service hosts drifted their clocks by four minutes, enough to make every token they...
A load balancer routing rule silently excluded the canary pool for two releases in a row, so two broken deploys sailed through...
A single slow consumer group fell behind by six million messages over a weekend, and our end-to-end freshness SLO paid for it...
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