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The AI Tech Lead Path
The path
1211 min read · 160 XP

Coaching, enablement & running a guild

Your success metric is other people's capability.

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You scale by making others better, not by doing the work yourself. That means coaching champions, building enablement people actually use, and running a community of practice that compounds knowledge across teams and BUs.

Key ideas

  1. 1

    Teach to scale: coach champions and pair-program rather than taking the keyboard. The win is when teams ship AI features without you in the room.

  2. 2

    Run a community of practice (a guild): a biweekly cross-BU forum to share patterns, demos, problems and decisions. It's your main scaling lever.

  3. 3

    Enablement that sticks: short docs, office hours, templates and runnable examples beat long courses no one finishes.

  4. 4

    Champion model: recruit one enthusiastic engineer per team, give them tools, air-cover and recognition; they multiply your reach.

  5. 5

    Facilitate well: surface dissent, keep it neutral, and drive every session to a documented decision or takeaway.

Coaching over doing

  • Ask questions and pair, rather than solving it for them.
  • Create a champion onboarding kit so the role is repeatable.
  • Recognize champions publicly — recognition sustains volunteers.

Running the guild

  • Light, regular cadence (biweekly) with a simple format: demo + pattern + decision.
  • Rotate presenters across teams/BUs so knowledge spreads.
  • Capture patterns and decisions somewhere durable and searchable.

Watch

Do the work

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Test yourself

Question 1 / 3

What's the strongest sign your enablement is working?

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