1–2–3-Many?

ML-Guy
10 min readJun 18, 2022

What can we learn from how birds count and triathlon races to help us improve software product development?

TL;DR: Even if you want to develop a general product that thousands of customers will use, build the first version (fast) for a limited and specific customer/use case. Then, when you want to serve your second customer/use case, don't try to patch the first product and develop a second separate version, and do it again for the third customer/use case. Then, and only then, start to learn from your versions and build your general product. Think 1–2–3-Many!

How do birds count?

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ML-Guy

Guy Ernest is the co-founder and CTO of @aiOla, a promising AI startup that closes the loop between knowledge, people & systems. He is also an AWS ML Hero.