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Helping engineers thrive in the AI era

I help engineering leaders turn the changes AI brings into sound engineering practices, stronger teams, and lasting improvements.

From understanding what’s holding your team back to leading the changes that move it forward.

Dr. Michaela Greiler

Trusted by engineering teams at

  • Microsoft
  • Spotify
  • BMW
  • Wikimedia
  • Wix
  • National Instruments
  • Siemens
  • Vanguard
  • SLB (Schlumberger)

Workshops and Courses

Learn, practice, and move your team forward in interactive and fun training sessions.

From Code Review to Risk-Based Oversight

How is code review changing, and how can risk-based code reviews ensure high-quality code without compromising delivery performance?

For developers, tech leads, and engineering leaders.

  • Understand AI review capabilities and limitations
  • Identify which changes need human review
  • Know what it takes to reduce human code review
  • Practice review decisions on realistic examples

Private team workshops

Corporate trainings for your team

Book this workshop for your team, tailored to your needs and scheduled at a time that works for you. Prices start from €229 per person.

Discuss Corporate Training

Tailored workshops, facilitation & speaking

Bring your team together around new ideas

Bring me into your organization for a workshop or facilitated session built around your team’s challenges, or invite me to speak at your event. From hands-on work on code review and collaboration to research-informed talks on AI and developer effectiveness, we shape the session around your audience and goals.

“After attending the code review workshop, we were able to reduce the size of our code reviews and made the review process more consistent between projects.”

Marcus ÖsterbergEngineering Manager, TeleClinic

Consulting and Advisory

Move your organization forward with focused consulting or ongoing advisory, shaped around your team’s challenges.

Improve how your team delivers

Consulting

When reviews stall, quality slips, or AI adoption creates new friction, I help you find the underlying causes and work with your team to put better practices in place. When I have availability, I also take on fractional CTO roles, supporting your team with ongoing technical leadership, technical direction, and engineering priorities.

Get ongoing support for important decisions

Advisory

A continuing partnership for engineering leaders navigating change. We work through decisions and tradeoffs, choose concrete next steps, and revisit what is working as your situation evolves.

“Michaela is a great example to show how beneficial innovation can be for software companies. Her ability to apply research findings to industry settings is impressive.”

Dr. Ana PaivaProfessor at the University of Porto, Portugal

We work on the change, together

I combine an outside perspective with practical involvement, helping you understand what needs to change and working alongside your team to make it happen.

  1. Understand what is getting in the way

    We look at your goals, your engineering practices, and the experience of the people doing the work. Research, interviews, and engineering data help us separate symptoms from causes.

  2. Put the right changes into practice

    We choose the improvements that matter most and work through them in your context—whether that means changing a review workflow, guiding AI adoption, or setting technical direction.

  3. Help your team sustain the improvement

    We review what is changing, adjust where needed, and build the shared understanding and ownership your team needs to keep moving forward.

Research that informs the work

I’m Dr. Michaela Greiler. I study how engineering teams work, and help them put that knowledge into practice.

Research has been a continuous part of my work, from my PhD in Software Engineering to Microsoft and Microsoft Research, research leadership at DX, and running my own business. I study code reviews, developer experience, and collaboration—and today, I’m investigating how AI disrupts and changes our engineering practices.

Through my company, Codalytics, I bring this ongoing research into my courses, workshops, and work with teams, turning evidence into practices they can use every day.

Explore my research

What would help your team move forward?

Build skills through a course or workshop, or tell me about your organization and the changes you want to make. We’ll find the right way to work together.

Work with me