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Workbench / Bottleneckers

Bottleneckers

Find architecture bottlenecks before they hit production

Live
Bottleneckers canvas with a load balancer, servers, cache and database under simulated load

About Bottleneckers

A browser load simulator for system architecture. Drag servers, databases, caches and queues onto a canvas, wire them up, push traffic through, and watch which node saturates first — retry storms, latency cascades and all. Free, no signup, and your diagrams never leave the browser.

Build

  • Drag-and-drop canvas with six node types: load generator, load balancer, server, database, cache, queue
  • Split edge traffic by percentage, absolute QPS or evenly, with live QPS labels on every edge
  • Per-node tuning — instances, error rate and latency; read/write split and replicas; cache hit rate; queue consumers

Simulate

  • Traffic flows through the graph and re-simulates on every change
  • Nodes heat up yellow at 70 %, orange at 90 %, red at saturation
  • Models overload, error rates and retry amplification — watch a retry storm happen
  • Analysis bar with warnings, the critical request path drawn on the canvas, mean latency and end-to-end success rate

Learn

  • Six interactive lessons with live success checks — CPU saturation, database writes, cache-miss storm, load-balancer limits, queue lag, retry storm
  • Five starter templates, from a simple web app to an event-driven pipeline

Keep

  • Saves in your browser; export JSON, PNG or JPG; share a diagram as a link
  • Dark, light and Matrix themes