I'm Mark Hall. I build and run engineering teams that ship software reliably, handle complexity without drama, and improve over time instead of accumulating debt.

My background spans engineering management, program leadership, QA automation, and applied AI. I have led engineering groups through late delivery, organizational churn, platform modernization, QA automation, and operational cleanup. My best work tends to happen when systems are messy, the path forward is unclear, and teams need practical execution more than another strategy deck.

Recent work has included leading multi-team software delivery, improving delivery predictability, reducing infrastructure waste, and using automation to remove repetitive operational load.

What I work on

Engineering execution. I help teams close the gap between what they plan and what they actually ship. That usually means tightening feedback loops, cutting unnecessary coordination overhead, and fixing the incentive problems that make people overpromise.

AI-enabled delivery. I use AI tools where they reduce real friction — code review, test generation, incident triage, documentation. I'm skeptical of AI integrations that are mostly about optics.

Engineering operations. Hiring, onboarding, incident response, runbooks, on-call rotations, metrics. The operational layer that most engineering organizations treat as a second-class concern until it breaks.

QA automation. Test coverage that earns confidence, not just passes a gate. Building automation that people actually trust and maintain.

Program recovery. Late software programs are usually late for structural reasons, not effort reasons. I specialize in diagnosing what's actually broken and making the changes that move the needle.

Writing

I write about these topics at irregular intervals. No newsletter cadence, no content calendar. When I have something worth saying, I post it. You can find everything on the Writing page.

Elsewhere

Find me on the contact page — LinkedIn, GitHub, and email are all there.