Software Defined Talk

Episode 558: Tara Raj on Amazon Nova Act

Feb 6, 2026
Tara Raj, Senior Engineering Manager at the Amazon AGI Lab who previously worked on WSL and VS Code, discusses agent-based automation and Nova Act. She explains how Nova Act automates browser workflows from a single natural-language prompt. Conversation covers using the SDK and playground, deploying runtimes, training with screenshots and safe gyms, and practical normcore agent use-cases like QA and web data tasks.
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INSIGHT

Agents As Trusted Business Teammates

  • Amazon AGI Lab aims to build AI agents as trusted teammates for business-critical work, not just demos.
  • Nova Act focuses on reliable browser agents that automate repeat, mundane tasks for real productivity gains.
INSIGHT

Model Plus SDK For Natural Workflows

  • Nova Act combines a model plus an SDK to let users express browser workflows in natural language.
  • Developers get both simplicity (one sentence prompts) and optional deeper control via Python.
ADVICE

Run Agents In AgentCore Runtime

  • Deploy agent workflows as containerized Python code to AgentCore runtime for scale and per-request isolation.
  • Treat runtime triggers like AWS Lambda functions and integrate with normal AWS tooling.
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