I've personally watched this journey unfold — what starts as shipping a simple dashboard can eventually lead to temporary patches, complexity creep, and full rearchitectures just to avoid killing the transactional database. This'll walk you through the journey I've seen a team take many years ago at a fast-scaling startup and

Proprietary data analytics platforms are a trap—because of high costs, vendor lock-in, and unnecessary complexity. Modern tech makes them obsolete.

Indexing in Postgres seems simple, but it’s important to understand the basics of how it really works and the best practices for preventing system downtime. TLDR: Be careful when creating indexes — a lesson I learned the hard way when concurrent indexing failed silently. Critical incident At a previous company,

The traditional approach to implementing Event Sourcing comes with many challenges. In this blog post, I’ll share new ideas on how to achieve 80% of the Event Sourcing benefits with 20% effort.

CDC is becoming an increasingly popular software pattern, with dev tooling startups centered around CDC having cumulatively raised nearly a billion dollars in funding in recent years. The surge in CDC's popularity begs the questions: why has it become so important and how does it work?

Discover the critical mistakes and lessons learned from using soft deletes in production systems. This blog post explores the complexities, data integrity issues, and alternative solutions to managing deleted data effectively.

Explore five methods of data change tracking in PostgreSQL available in 2024.