Article
Five Reasons Why Postgres Should Be Your Data Warehouse in a Modern Data Stack
Most teams exploring Apache Iceberg are not actually dealing with the problems Iceberg was designed to solve.
Blog
Ideas on lean data engineering.
Practical writing on simpler architectures, maintainable analytics systems, and choosing the right level of complexity for the problem in front of you.
Article
Streamlit vs Dash for Data Applications Architecture Tradeoffs and When to Use Each
As data teams move beyond dashboards and begin building internal tools, the problem shifts from visualizing data to operationalizing it. At that point, the question is no longer how to…
Article
From WhatsApp to Order System How Distributors Should Scale Operations
Many small distributors do not begin with structured systems or formal processes. They build their operations around whatever allows them to move quickly and serve customers without…
Article
Lean Data Architecture Designing Simple Analytics Systems That Scale
The modern data tooling market is crowded. Each year new platforms promise faster pipelines, real time analytics, or infinite scalability. Spark clusters, streaming frameworks, lakehouses,…
Article
Why Order Management Tools Fail Small Distributors
For many small wholesale distributors, the search for better operational visibility eventually leads to order management software. These systems promise inventory tracking, automated order…
Article
Dash vs Streamlit vs React for Data Applications
In many organizations data engineers eventually become the owners of dashboards that originally lived in BI tools like Power BI or Tableau. Over time the requirements for those dashboards…
Article
Analytic Tools for Wholesale Food Beverage Distributors
Many wholesale food and beverage distributors assume analytics requires complex dashboards, expensive software, or a dedicated data team. That belief can lead to unnecessary cost and…
Article
Analytic Tools for Wholesale Food Beverage Distributors
Many wholesale food and beverage distributors assume analytics requires complex dashboards, expensive software, or a dedicated data team. That belief can lead to unnecessary cost and…
Article
Five Reasons Why Postgres Should Be Your Data Warehouse in a Modern Data Stack
Many teams assume they need a cloud data warehouse such as Redshift, BigQuery, or Snowflake in order to build a modern data stack. This assumption leads to unnecessary complexity and cost,…