Circuit Breakers: Building Systems That Fail Gracefully

In distributed systems, failures are inevitable. A single slow or failing service can cascade through your entire architecture, turning a minor issue into a major outage. Circuit breakers prevent this by detecting failures and stopping the cascade before it spreads. The Problem: Cascading Failures Imagine Service A calls Service B, which calls Service C. If Service C becomes slow: Requests to C start timing out Service Bโ€™s thread pool fills up waiting for C Service B becomes slow Service Aโ€™s threads fill up waiting for B Your entire system grinds to a halt One slow service just took down everything. ...

February 11, 2026 ยท 8 min ยท 1677 words ยท Rob Washington