~/talk

Accelerate AI to prod

Talkat Ship AI 2025 · on Thursday, 2025-10-23· [ai-assisted-development, cloud-infrastructure]
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Shows how Vercel apps call AWS by configuring OIDC + IAM role setup, setting simple environment variables, then using the AI SDK to import Amazon Bedrock and call generate(text) — one meaningful line of code. Highlights Bedrock features that run inline: guardrails that evaluate responses before return, citations and prompt caching, and token-budgeted reasoning. Announces Agent Core GA as a managed runtime that runs and scales your agent Docker containers, handles identity and memory namespaces, and removes the operational gap to production.

AI-written summary · about

  1. 0:00Partnership and background
  2. 4:47Marketplace and integration
  3. 6:58The AI developer landscape
  4. 9:22Integrating AWS Bedrock
  5. 13:33Advanced Bedrock features
  6. 19:23Introduction to AgentCore
  7. 23:10AgentCore architecture
  8. 27:45Summary and next steps
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