--- title: "AgentOps: Operationalize agentic AI at scale with Amazon Bedrock AgentCore" url: https://daily.dev/posts/agentops-operationalize-agentic-ai-at-scale-with-amazon-bedrock-agentcore-bexrxqy2l source_url: https://aws.amazon.com/blogs/machine-learning/agentops-operationalize-agentic-ai-at-scale-with-amazon-bedrock-agentcore type: article source: "AWS" published: 2026-08-06T10:37:16.538Z updated: 2026-08-06T10:38:30.600Z tags: ["cicd", "observability", "agentic-ai", "mlops", "amazon-bedrock"] reading_time: 25 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AgentOps: Operationalize agentic AI at scale with Amazon Bedrock AgentCore **[AWS](https://daily.dev/sources/aws)** · 25 min read · 0 upvotes · 0 comments ## Summary AgentOps is the operational discipline for deploying and managing AI agents in production, analogous to how MLOps extends DevOps. The post outlines a four-pillar framework implemented with Amazon Bedrock AgentCore: Governance & Security (multi-account architecture, IAM, Cedar policies, tool governance), Build & Operations (versioned agent/tool/memory artifacts with CI/CD pipelines), Evaluation (four levels: tool, conversation turn, session outcome, and system metrics, in both on-demand and online modes), and Observability (four telemetry layers using OpenTelemetry, CloudWatch, and AgentCore dashboards). A reference architecture maps these pillars across the full DevOps lifecycle from planning through production monitoring, with guidance on multi-account AWS setup, AgentCore Runtime versioning, agent registry, memory governance, and integration with third-party observability tools. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Deploying Agentic AI Solutions with Infrastructure as Code](https://daily.dev/posts/deploying-agentic-ai-solutions-with-infrastructure-as-code-7udwr0zae) · Spacelift · 2 upvotes · 0 comments - [Amazon Bedrock AgentCore is now generally available](https://daily.dev/posts/amazon-bedrock-agentcore-is-now-generally-available-myrlhbbds) · AWS · 1 upvotes · 0 comments --- Tags: [#cicd](https://daily.dev/tags/cicd), [#observability](https://daily.dev/tags/observability), [#agentic-ai](https://daily.dev/tags/agentic-ai), [#mlops](https://daily.dev/tags/mlops), [#amazon-bedrock](https://daily.dev/tags/amazon-bedrock) [View this post on daily.dev](https://daily.dev/posts/agentops-operationalize-agentic-ai-at-scale-with-amazon-bedrock-agentcore-bexrxqy2l)