Data

A 1 in 15,787 Chance Blog Post

A blog post about AI promotions triggered the highest unsubscription rate in this blog's history - a four-sigma statistical event expected once in 15,787 posts.

A 1 in 15,787 Chance Blog Post

Small Data Becomes Big Data

How I moved from local DuckDB to cloud with two letters, scaled from 50 to 2,000+ podcasts, & discovered infrastructure that grows without drama.

Small Data Becomes Big Data

Data & AI Infrastructure Are Fusing

AI demands unified infrastructure. Learn how Netflix & Stripe rebuilt their stacks with vector databases, context layers & real-time observability to fuse data & AI systems.

Data & AI Infrastructure Are Fusing

The Math of Hypergrowth: Two Paths to the Same Goal

Analyzing Slack vs Atlassian reveals two paths to $27b valuations: hypergrowth in 7 years or steady compounding over 17 years. Explore how growth rates, time to market, & the CAP theorem of business create value through different strategies.

The Math of Hypergrowth: Two Paths to the Same Goal

Is T3D2 Dead? Has AI Killed It?

AI companies like OpenAI & Anthropic are growing at unprecedented rates, far exceeding traditional T3D2 frameworks. Explore how AI transformation, larger contracts, & defensive incumbents are reshaping growth expectations & IPO requirements.

Is T3D2 Dead? Has AI Killed It?

Two Data Giants, One Revenue Milestone

Databricks forecast $4B revenue for FY2026 while Snowflake achieves $4.116B LTM. Nearly identical big customer counts (650 vs 654) but divergent growth trajectories & valuations in the AI-driven data platform race.

Two Data Giants, One Revenue Milestone

Netflix's New AI Role

Explore how Netflix's new Media ML Data Engineer role signals the fusion of software and data engineering, as unstructured data becomes central to AI innovation.

Netflix's New AI Role