Post-Mortem: Two-Day Debugging Failure — Lessons in Following Instructions

Posted without comment so that you can see what an AI post-mortem looks like. For all those folks who let your coding agents run off and do things, this is an example of where they can get lost. Environment: Cursor, Ruby on Rails 8, Tailwind CSS, Hotwire/Stimulus/Turbo. Executive Summary A layout issue (sidebar appearing below content instead of … Read more

From ML Pipelines to Production: 6 Lessons from Senior AI Engineers

ML pipelines to production

Every machine learning engineer eventually encounters this challenge: a model that performs perfectly in a notebook often fails in production. The problem isn’t the algorithm itself; it’s everything surrounding it. In a lab environment, data is clean, schemas are consistent, and dependencies remain stable. However, in a production environment, data changes daily, infrastructure evolves, and … Read more

Curiosity is the Skill You Should Hire, and Strive For

A resume or CV doesn’t usually tell you the full story. It also doesn’t give the right format for you to effectively tell your story. Why has this become the way that we review candidates or to try to become a potential candidate then? I’m a firm believer that the most important of all the … Read more

Sign In

Register

Reset Password

Please enter your username or email address, you will receive a link to create a new password via email.