Notes from the build desk

A practical workflow for using Codex as an agentic teammate—fast, scoped, and reviewable.

A grounded take on vibe coding: how to move fast with AI without breaking conventions, quality, or product feel.

Deep dive into implementing Delta Lake architecture for building reliable, scalable data lakes. Learn about ACID transactions, time travel, and schema enforcement in big data environments.

Advanced guide to building real-time data pipelines using Apache Kafka and Flink. Explore exactly-once semantics, windowing strategies, and state management.

Understanding the principles of Data Mesh and how it transforms data architecture. Learn about domain-driven design in data platforms and federated governance.

Comprehensive guide to implementing MLOps in large-scale data environments. Cover model versioning, feature stores, and automated deployment pipelines.