Towards Data Science

I Vibe-Coded an App in Just Two Hours (And Regretted It the Next Day)

The article recounts a rapid, two‑hour app development experience that led to regret the following day. The author highlights a costly mistake that cost $52, suggesting readers can avoid a similar error. The narrative serves as a cautionary tale about hasty coding and its financial repercussions.

Simon Willison
Aug 21

Stop Making TUIs

Stop Making TUIs Thomas Ptacek advocates for building real native user interfaces for even the smallest of personal tools, because coding agents have reduced the cost of getting a usable-enough GUI up and running to almost nothing. I wrote about my vibe-coded bandwidth and GPU monitoring macOS task bar apps back in March , and I'm still using both of those on a daily basis.

Towards Data Science
Sep 3

My Model Worked Perfectly. Then I Tried to Make It Useful.

The article describes how to deploy a trained churn classifier as a FastAPI service so that other software can call it. It focuses on the practical steps needed to transform a model that performs well in isolation into a usable, callable API. The post is aimed at readers who want to make their machine‑learning models accessible in real-world applications.

By Ibrahim Salami
Towards Data Science
Aug 20

How to Effectively Align Your Intent with Claude Code

The article titled "How to Effectively Align Your Intent with Claude Code" discusses strategies for improving proficiency with Claude Code. It offers guidance on how to align your intentions with the code to achieve better results. The post was originally published on Towards Data Science.

By Eivind Kjosbakken