Dev Velocity Lab

Learning faster.
Growing faster.

Using AI to level up as an engineer — in real roles, in real time.

For engineers 1–4 years in who got thrown into an unfamiliar role and need to get competent fast. I document exactly how I use AI to do it.

What I cover

Specific prompts and methods for using AI to onboard to unfamiliar tech — on the job, not in a tutorial.

Re-orgs, new stacks, imposter syndrome. Real experiences, no fluff.

Career progression, leveling up, compensation. Practical and direct.

The actual AI tools and setups I use day-to-day. What works, what doesn't.

One post a week. What I learned, how I used AI, what worked.