About

Dina Muscanell advises CTOs, directors of engineering, and technical leads on release strategy, progressive delivery, and the disciplined adoption of AI across the software lifecycle.

Her premise is simple: how a company builds and ships software is a strategic decision. It shapes revenue, risk, and customer trust as decisively as any product or sales choice.

Her foundation is platform engineering. She built the infrastructure, delivery pipelines, and developer platforms that let teams move quickly, including at Red Hat. She later built and led the platform function at an early-stage startup.

She was an early voice on AI-assisted development. In 2021, as a senior programmer at Red Hat, she was quoted by the BBC on GitHub Copilot. She articulated both sides: the upside of instant feedback, like having "a team of people feeding you this code," and the risk that "if you're not experienced, and you're just trying to learn, you could be doing something bad without being aware of that." Every leadership team now confronts that same trade-off.

Principles

Start with the outcome. Tools and "best practices" are secondary to a clear answer about what the business needs.
Make risk visible and reversible. Every release, migration, and AI rollout warrants guardrails and a fast way back.
Translate in both directions. Engineers need business context, and executives need technical clarity. Bridging the two is where engineering earns its influence on strategy.
Earn credibility in the details. Technical rigor is what persuades customers, and teams, to trust the strategy.

Get in touch

Dina welcomes conversations about speaking, writing, and the strategic role of engineering in the business.