Engineering Leadership in the Age of Generative AI

Wed, 15 Apr 2026 00:00:00 +0000

The cloud shift asked teams to learn new deployment physics. Generative AI asks something stranger: learn new collaboration physics — with tools that sound confident while being probabilistic, fast while being wrong in creative ways.

Leading through that shift is not a tooling problem dressed up as strategy. It is a learning problem at organizational scale.

Lead with curiosity, not fear

I have seen two failure modes up close. Blanket restriction — “no AI until Legal finishes a novel.” Unchecked adoption — “ship the chatbot, ask forgiveness later.”

Governing GenAI at Scale

Sat, 22 Nov 2025 00:00:00 +0000

Governance has a branding problem. Say the word in an engineering standup and watch shoulders drop. I understand why — too often it means slow reviews, vague anxiety, and a PDF no one read.

But here is the reframe that actually worked in healthcare: good governance is a force multiplier. When teams know the guardrails, they move faster inside them. Ambiguity is what kills velocity.

Governance is enablement

In regulated environments, governance is not about saying no. It is about creating safe paths to yes — predictable tiers, instrumented controls, and clarity about what Tuesday’s compliance conversation will look like.

Genai on Jamal Yusuf

Engineering Leadership in the Age of Generative AI

Lead with curiosity, not fear

Governing GenAI at Scale

Governance is enablement