planning

You Don't Need Certainty. You Need a Decision System

Most big decisions are not problems to solve but bets to place. A better framework: expand your option set, identify the uncertainties that actually matter, run cheap tests, prefer reversibility, and build adaptation into the decision itself.

Why You Need a Product Roadmap (And When You Don’t)🚀 

🎛️Your Levers: Scope, Resources, and Time - The Triad of Project Management (3min read)

balancing and transparency of the three levers ensure projects fit into bigger picture

🚴‍♂️ Shifting Gears: The Uphills and Downhills of Software Development Cadence in ML Projects 🏔️ (3min read)

to be a good manager, you need to understand the gear shift for cycling on uphill and downhill.

ML Team Leader Q&A Part 4 🎦 Traditional Software vs ML Software management (3min read)

Traditional software development requires meticulous planning. With machine learning, it's better to jump right in.