AgentOps: validate a fallback model before enabling multi-model routing
A production runbook for proving that an agent fallback model preserves structured outputs, tool boundaries, refusals and traceability before routing live traffic.
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Tag
resilience
7 articles connected to this technical signal.
Azure API Management AI gateway: validate a backend circuit breaker before production failover
A production runbook for qualifying circuit breakers, Retry-After, Microsoft Foundry backend pools, canary traffic, observability and rollback before enabling AI API failover.
Read articleAzure Traffic Manager: diagnose a degraded profile before forcing failover
A production runbook for separating application health, probe contract, endpoint state, DNS answers, TTL and secondary capacity before forcing Traffic Manager failover.
Read articleAgentOps: validate regional failover before rerouting a production agent
A production runbook for qualifying an AI agent regional failover across model deployment, state, retrieval, tools, identity, traces, canary traffic, validation and rollback.
Read articleAzure Managed Redis: contain a connection storm before scaling or failing over
A production runbook to separate client reconnects, server pressure, DNS/TLS and network saturation, then validate a fix, scaling decision or rollback.
Read articleAzure Chaos Studio: bound a resilience test before disrupting production
A production runbook for controlling blast radius, execution identity, evidence, abort criteria and recovery for an Azure Chaos Studio scenario.
Read articleAgentOps: bound MCP tool timeouts, retries and circuit breakers before production
A production runbook for defining latency budgets, idempotency, retries, circuit breakers, traces and rollback for an MCP tool called by an AI agent.
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