Mark Hall
Software engineering leader focused on execution, AI-enabled delivery, and operationally sane engineering teams.
I lead teams through messy delivery problems: late programs, fragile processes, unclear ownership, weak QA confidence, and the gap between what organizations plan and what they actually ship.
I write about practical engineering leadership, AI in software delivery, QA automation, and recovering troubled software programs.
Recent Writing
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What Information Did We Just Exchange?
A practical look at daily standups, accountability theater, and whether better async visibility can replace ceremony.
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How I Think About AI Agents in Software Delivery Without Letting Them Wreck Production
AI agents can accelerate software delivery — or quietly introduce instability. Here's the framework I use to decide where they belong and where they don't.
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Recovering a Late Software Program: What Actually Matters
Late software programs fail for structural reasons, not effort reasons. Here's what I've learned about the interventions that actually move the needle.
What I Focus On
- Engineering execution — getting teams shipping reliably, not just busy.
- AI-enabled delivery — applying AI tools where they reduce friction, not where they add theater.
- Engineering operations — the systems and habits that determine whether an engineering org scales or stalls.
- QA automation — building confidence in the pipeline, not just coverage numbers.
- Program recovery — turning around late, troubled software programs that have lost momentum.
Start here
If you are here for engineering leadership, read:
If you are here for AI and software delivery, read: