System design, dissected
Real systems, taken apart down to the one bottleneck that defines them.
behindscale dissects top engineering blog posts into structured summaries and interactive artifacts you can break. Every article names its crux — the bottleneck that made the problem hard — and groups with every other system that hit the same wall.
Live artifact · Priority-blind load shedding
Drag TRAFFIC past capacity, then flip SHED SMART — watch payments hold while batch jobs get shed first.
Dissected from first-party blogs
- Airbnb
- Amazon (AWS)
- Canva
- Cloudflare
- Datadog
- Discord
- DoorDash
- Figma
- GitHub
- GitLab
- Meta
- Netflix
- Notion
- Roblox
- Segment
- Shopify
- Slack
- Stripe
- Uber
What's inside
Bottlenecks that show up more than once.
- Ambiguous failure under retry5 systemsSEEN AT Airbnb · Amazon (AWS) · Segment · Shopify · Stripe
- Buffer degrades under backlog5 systemsSEEN AT DoorDash · Meta · Segment · Slack · Uber
- Priority-blind load shedding5 systemsSEEN AT Amazon (AWS) · LinkedIn · Netflix · Stripe · Uber
- Single-cluster scaling ceiling5 systemsSEEN AT Airbnb · GitHub · GitLab · Google · Slack
- Single-table scaling ceiling4 systemsSEEN AT Canva · Figma · Notion · Pinterest
- Blast radius scales with cluster size3 systemsSEEN AT Amazon (AWS) · Discord · Shopify
- Gray failure defeats automatic detection3 systemsSEEN AT Cloudflare · Meta · Slack
- Observer shares fate with observed3 systemsSEEN AT Airbnb · Datadog · Roblox
- Partial completion under crashes3 systemsSEEN AT Airbnb · Netflix · Uber