Migrating from Apache Airflow v2 to v3

During the 2025 holidays, I had some downtime and decided to migrate one of my pet projects from Apache Airflow 2.10.3 to 3.0.6. This article is based entirely on my hands-on experience with that migration and captures my initial takeaways of what worked well, what...

How to build an AI agent that actually works

Everyone is building “agents,” but there is a large disagreement on what that means. David Loker, VP of AI at CodeRabbit, which runs one of the most widely deployed agentic code review systems in production, has a practical definition that cuts through the hype: The...