AWS ML BlogWednesday · June 3, 2026FREEAgentOps: Operationalize agentic AI at scale with Amazon Bedrock AgentCore
AWS announced AgentOps, an operational discipline for deploying and managing AI agents at scale using Amazon Bedrock AgentCore. The service tackles unique challenges of agentic AI, such as unpredictable decision-making, spiraling costs, and debugging non-deterministic failures. AgentOps provides observability, cost tracking, and guardrails to monitor agent behavior in production. It integrates with existing DevOps workflows, allowing teams to set budgets, trace agent decisions, and roll back problematic changes. Available immediately in all AWS regions where Bedrock AgentCore is supported, with pricing based on agent invocations and monitoring usage. No specific pricing details were disclosed, but standard Bedrock rates apply.
Enables reliable, cost-controlled deployment of autonomous AI agents in production.