~/talk

Building Production-Ready AI Agents

slides:none on file

Strands is an open source framework for production agents that runs on Python or TypeScript and is model-agnostic. Live coding shows an agent spun up with a single line of code, tools added by decorating a function with @tool decorator, memory and session management handled by the SDK, built-in observability and MCP client, multi‑agent patterns and agents create agents demos, and an option to deploy to a managed cloud runtime (Agent Core) that actually runs and scales the agent.

AI-written summary · about

  1. 0:00Introduction to agentic AI
  2. 1:14Defining agentic AI systems
  3. 2:34When to use agentic AI
  4. 3:55Strands SDK overview
  5. 7:18Core features of Strands
  6. 10:12Creating custom tools
  7. 12:29Self-extending agents
  8. 15:14Multi-agent orchestration
  9. 21:37Memory and MCP support
  10. 22:35Case study: Marginalia tool
  11. 25:51Production deployment
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