What is a Circuit Breaker for AI Agents?

1 min read Updated

An automated safety mechanism that halts an agent's tool calls when anomalous patterns are detected — call rate spikes, repeated denied calls, or error rate acceleration. Triggers automatically, unlike manual kill switches.

WHY IT MATTERS

From electrical engineering: when current exceeds safe levels, the breaker trips. For AI agents: when tool call patterns exceed safe thresholds, the breaker trips and all calls are denied until the situation is resolved.

Circuit breakers detect patterns that individual call policies miss. 100 legitimate read_file calls per minute might not violate any per-call policy, but the velocity is anomalous and warrants investigation.

After tripping: auto-reset (the breaker reopens after a cooldown period) or manual reset (requires operator intervention for severe triggers). The choice depends on the risk level.

Circuit Breaker isn't theory — define it as policy in PolicyLayer and it's enforced on every tool call.

ENFORCE THIS WITH POLICY →

Enforced before the call runs. Nothing to install.

HOW POLICYLAYER USES THIS

PolicyLayer implements circuit breaker patterns through YAML rate-limiting policies. When tool call rates exceed defined thresholds, PolicyLayer automatically denies all subsequent calls until the rate drops below the threshold. Configure per-tool breakers (e.g., halt write_file at 50 calls/minute) or global breakers (halt all tools at 200 calls/minute).

FREQUENTLY ASKED QUESTIONS

What triggers a circuit breaker in PolicyLayer?
Configurable rate thresholds in the YAML policy. When tool call frequency exceeds the threshold within the time window, the breaker trips and PolicyLayer denies all subsequent calls to that tool (or all tools, depending on configuration).
False positives?
Possible. Calibrate thresholds based on observed agent behaviour. Start sensitive and adjust. False positives (unnecessary halts) are better than false negatives (missed runaway loops).
Can I have multiple circuit breakers?
Yes — PolicyLayer supports independent rate limits per tool, which act as independent circuit breakers. A read_file breaker can trip without affecting write_file, or a global breaker can halt everything.

FURTHER READING

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