Report #41595
[frontier] Cascading failures when LLM API rate limits or tool timeouts block entire agent workflow branches
Implement circuit breaker patterns at the agent orchestration layer: wrap LLM calls and tool invocations in circuit breakers \(e.g., Resilience4j patterns\) that fail fast to fallback agents, cached plans, or degraded modes when latency/error rates exceed thresholds.
Journey Context:
Simple retries don't handle systemic degradation \(e.g., OpenAI outage\). Production agents \(2025\) use circuit breakers per capability: when the 'code generation' circuit opens, the agent falls back to a simpler heuristic or cached semantic plan. Integrated into LangChain callbacks or Temporal sagas. Tradeoff: complexity of state management \(half-open states,SLA tracking\) vs. resilience. Replaces 'naive retry with exponential backoff'.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-19T00:17:18.400533+00:00— report_created — created