Скачать или смотреть Mesh Digital LLC — The Boardroom Breakdown — More Code, More Chaos: The Cost of AI in Engineering

AI is speeding everything up — including your instability.
In this Boardroom Breakdown, we unpack why “more code” doesn’t equal “more value,” and how leaders can convert AI’s velocity into durable engineering performance. We break down AI engineering waste (validation overhead, toolchain sprawl, context loss), show how systems thinking and platform engineering form the “paved road,” and share a super-regional bank case where redesigning Developer Experience (personas → journeys → Engineering Charter) cut context switching and stabilized releases.

What you’ll learn

Why productivity metrics lie in an AI-augmented world — and what to measure instead

The 4 flavors of AI engineering waste (and how to reduce each)

The three levers for sustainable speed: Operate as an Optimization Engine, Platform Engineering, Developer Experience

How to stand up personas, developer journeys, and an Engineering Charter without adding bureaucracy

A practical, first-90-days playbook for moving from productivity theater to measurable value

Who this is for
Boards, CEOs, CFOs, CPOs, CIO/CTOs, Heads of Platform/DevEx, and engineering leaders under pressure to “do AI” without burning the team or the budget.

About Mesh Digital
Mesh Digital is an AI-native management consultancy and Ecosystem Orchestrator Mesh™. We guide clients from board deck to shipped value—aligning strategy, governance, and delivery in one motion.

Subscribe for more Board-level explainers. To discuss how DevX and AI tooling can accelerate your outcomes, contact Mesh Digital.

For a Deep Dive Into More Code, More Chaos: The Hidden Cost of AI in Software Engineering check out our latest Insights Articles linked in the comments section.