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AI is only 80%

The issue with AI is: it is only doing 80% of the work, and the easy 80%. You might know the pareto principle stating that 80% of an outcome comes from 20% of the work. Well, AI is doing the remaining 80%.

When using Claude, the AI writes boilerplate code and some tests, but the API design required careful thinking beforehand. The additional load the infrastructure will need to handle was evaluated for each possible solution. A prompt to steer Mr. AI in the correct direction and you are done. Yet, give the same tools to a junior without the experience needed and the results will be an unmaintainable spaghetti code that will crash your production infrastructure. 1000 LOC were written, 800 by the AI, 200 by the programmer, but 80% of the result is coming from these 200 lines. Once you know how to solve a problem, creating the solution is not hard.

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Read more July 16, 2025
I'm serving my blog over IPv6

The journey of making my blog IPv6 only, and the problems I encountered ...

Read more February 6, 2024
What I learned after a semester of Computer Vision Part 1

I took a class on computer vision, here is a glimpse of what I learned… ...

Read more January 11, 2024
I Stopped Daily Drinking… Coffee

A fancy title is all you need !

You don’t know me, but let me still reassure you, I’m not daily drinking alcohol. Instead, I’d like to shed some light on a different addiction in my life: coffee. I recently quit drinking coffee, and the impact on my life has been surprisingly positive.

In the life of an addict

I used to consume one to three cups of coffee per day, always trying not to have any after 2 PM. It was my morning routine: a coffee to wake up, a mid-morning coffee for a break or a chat with friends and colleagues, and one after lunch. Sometimes skipping one or the other.

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Read more September 24, 2023
Context Aware Recommender Systems

A gentle introduction to Context Aware Recommender Systems and Lightning ...

Read more July 30, 2023
What Is This Dimension Thing ?

An explanation on the dim parameter in PyTorch and Numpy, when doing reduction operations. With this post you’ll never doubt again and won’t have to try dim=0, dim=1 and so on until you got the right result. ...

Read more May 26, 2023
Creating a Hugo Theme

Creating a hugo theme and grasping the concepts of hugo ...

Read more September 25, 2022
Why is my electricity bill exploding ?

I found that this month electric bill is 25% higher than last year ...

Read more March 20, 2022
Generative Art

A gentle introduction to generative art using rust and nannou ...

Read more December 24, 2021