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Bio, Work & Ideas

Sid

Conference affiliation: Emulated · 2026

Sid participated in AI Engineer World's Fair 2026. The session examined realistic agent training environments, distributed infrastructure simulation, and production operations telemetry.

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1 conference talk

Key ideas

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Reliable infrastructure agents need environments that expose deployment failures, customer context, and cloud operations—not just the source code they must change.

  • Why can an agent write the application but struggle with its infrastructure?
    0:15 ↗
  • Expand the task from a repository to a company
    2:45 ↗
  • Follow an etcd change into a running cluster
    4:35 ↗
  • How far can one sandbox go?
    6:24 ↗
  • Build outward from software to a cloud service
    8:00 ↗
  • Move the environment onto real infrastructure
    10:36 ↗
  • Real resources still leave training constraints
    12:09 ↗
  • From infrastructure ownership to broader company workflows
    13:22 ↗

References