Why it matters

Chaos testing shapes reliability. Understanding shapes ops.

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The architecture

Inject: network partition, LLM 5xx, tool timeout, slow responses.

Verify: fallback + retry + degradation.

Chaos testing flowInject faultsnetwork / LLM / toolsObserve agentgraceful degrade?Verify recoveryafter faultChaos Mesh + Litmus in K8s; Toxiproxy for network chaos; custom LLM mocks for failures
Chaos testing.
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How it works end to end

Chaos Mesh / Litmus for K8s.

Toxiproxy for network.

Mock LLM 5xx / timeouts.

Game days.