Selected work · 04

Scaling distributed engineering through technical leadership

Experience leading an engineering organization of more than 80 people at its largest, and now working with smaller, focused AI teams.

  • Engineering leadership
  • Distributed teams
  • Portfolio strategy
  • Technical leads

The situation

As the organization grew, I could no longer be the routing point for every decision. Delegating tasks was not enough; technical leads needed genuine authority and the context to use it well.

Today the teams are smaller and focused on AI work. The need for clear ownership has not gone away; the decisions simply move closer to the work.

My responsibility

At its largest, I led an engineering organization of more than 80 internal and external engineers through technical leads and distributed teams.

I now work with smaller, focused AI teams while staying close enough to challenge assumptions and resolve decisions that span the product.

What makes the work difficult

  • Teams span disciplines, companies, locations and delivery cadences.
  • Priorities compete across new products, platform work, partner commitments and ongoing operations.
  • The organization needs local autonomy without fragmenting product architecture or accountability.
  • Technical information has to move upward accurately enough for executive decisions and sideways fast enough for delivery.

How I approach it

01

Give leads decisions, not messages to forward

Technical leads need real scope, clear interfaces and direct access to the reasoning behind portfolio choices.

02

Use escalation for crossed boundaries

A decision should move upward when it changes shared risk or crosses ownership, not simply because someone senior has not seen it yet.

03

Keep the priority list short enough to be real

A smaller set of stated priorities is more useful than a large plan that hides trade-offs and dependency pressure.

04

Stay close enough to ask the hard question

My job is not to out-specialize every specialist. It is to understand the consequence, ask a precise question and support sound technical judgment.

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