Three Ways Your API Lies: Lessons from GitHub's Rough Week

Four GitHub incidents in five days. Three are the same failure wearing different masks — stale caches, ghost state, retry storms. That pattern is probably in your stack too.

observabilityincidentsgovernancepost-mortemai-opsarchitecture

When Your LLM Won't Stop Talking: Rate Limiting in MCP Hangar

Your agent just fired 1,200 requests in ninety seconds. MCP Hangar's dual rate limiting — token bucket on the command bus, exponential backoff on auth — puts a ceiling on runaway tool calls.

mcpmcp-hangarsecurityobservabilityarchitectureopen-source