~/talk

Shipping Enterprise AI Agents with Amazon Bedrock AgentCore

Talkat Conf42 MLOps 2025 · on Thursday, 2025-09-18· [large-language-models, platform-engineering]
slides:none on file

Amazon Bedrock AgentCore offers production primitives: agent core runtime runs serverless agent sessions (scale-from-zero, sessions up to 8 hours, multimodal payloads); agent core identity handles inbound/outbound OAuth2 flows with Okta Azure AD Cognito and issues short‑lived creds; agent core gateway exposes OpenAPI and Lambda targets, indexes tool catalogs (360 tools → semantic search returning ~4 relevant tools) to cut context and cost; agent core memory stores short‑term (configurable up to 365 days) and extracts long‑term preferences; plus browser, code interpreter (JS TS Python), CloudWatch/OpenTelemetry observability; preview as of Sep 5.

AI-written summary · about

  1. 0:00Introduction and Overview
  2. 0:36The Evolution of Agent AI
  3. 3:06AWS Vision for Agents
  4. 3:56Fundamentals of Agent Core
  5. 8:34Agent Core Runtime
  6. 12:21Agent Core Identity
  7. 15:50Agent Core Gateway
  8. 20:35Agent Core Memory
  9. 23:52Agent Core Browser
  10. 26:34Agent Core Code Interpreter
  11. 28:19Agent Core Observability
  12. 30:08Conclusion and Next Steps
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