Term Kind Topic What it is
Amazon Dynamo: Always Writeable Dynamo Paper case-study Consistency Models Amazon chose an always-writeable shopping cart with application-level conflict resolution, accepting merge complexity to guarantee that "add to cart" never fails.
AWS S3 2017: The Blast Radius of a Typo S3 us-east-1 Outage case-study Failure Modes A mistyped command during routine debugging removed far more capacity than intended, and the affected subsystems had not been restarted in years.
Cloudflare 2019: One Regex, Global Outage Cloudflare WAF Outage case-study Load Shedding A firewall rule containing a regular expression with catastrophic backtracking consumed CPU across Cloudflare's entire global network within seconds of deployment.
GitHub 2018: 43 Seconds of Partition, 24 Hours of Recovery GitHub October 2018 Incident case-study Leader Election A 43-second network partition triggered an automated cross-region database failover, and reconciling the resulting divergence took over 24 hours.
Google Spanner: Buying Consistency With Time TrueTime, External Consistency case-study Distributed Transactions Spanner achieves globally consistent transactions by bounding clock uncertainty with dedicated hardware and deliberately waiting out that uncertainty on commit.
LinkedIn: Kafka and the Unified Log The Log, Kafka Origin case-study Event Streaming LinkedIn replaced a tangle of point-to-point data pipelines with a single durable log, turning an O(n²) integration problem into an O(n) one.
Netflix: From Hystrix to Adaptive Concurrency Limits Hystrix, Concurrency Limits case-study Circuit Breakers Netflix's widely-copied circuit breaker library was retired in favour of limits that derive themselves from observed latency, because static thresholds go stale.
Roblox 2021: A Coordination Layer as a Single Point of Failure Roblox 73-Hour Outage case-study Service Discovery A performance problem in the shared service-discovery cluster took the entire platform down for 73 hours, and its novelty made it extremely difficult to diagnose.