← Automation AI Engineer

Chapter 1 · 60 min · free

Inherit the crisis

It's Monday, 9:14am. Four days ago NoteDrop's founder Mira pushed a commit, closed her laptop, and disappeared. She was the only engineer who knew the codebase. Sentry has 23 open alerts. The CEO has a Series-A demo in 72 hours — fail it and the round dies. You were hired this morning as the new technical lead. Your only help is Sasha, a junior dev who loves Claude Code but trusts it the way a tourist trusts a Vegas dealer. In the next hour you will learn to look at an agent loop and know — in under a minute — whether it's working or burning your runway.

You'll walk out able to

  • Diagnose a Claude Code session as healthy, dying, or dead within 60 seconds
  • Size a sprint to match the available failure signal
  • Write a TDD prompt that gives the agent a verifier and you a kill-switch
  • Catch scope-bleed in an agent diff before it ships
  • Pick the right parallelism strategy for a backlog of tickets

Your first task

Is this loop alive?

Sasha kicked off a Claude Code session 23 minutes ago to fix the login bug, then went to lunch. The CEO just walked over: 'Is it working?' You attach to the tmux pane and start reading.

What you'll answer

Watch the last ~7 minutes of the session below. Decide what to do right now.

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