Local AI Stack for Productive Small Language Models
Making an SLM chat is easy; making it improve your day-to-day work is a tooling problem — here's the four-layer playbook.
Aug 29, 20267 min read6
Command Palette
Search for a command to run...
Latest articles
Apache Iceberg Won the Format War - So Why Are We Rebuilding the Moat?
The format battle is settled. The new lock-in lives in catalogs, credentials, and policies your table format can't see.
Aug 23, 20267 min read18
Apache Iceberg: The Backbone of the Modern Open Lakehouse
How snapshots, REST catalogs, and a disciplined maintenance pipeline turn raw object storage into an operable multi-engine lakehouse
Aug 23, 20266 min read1
Spark Performance Tuning Interview Prep Guide
Spark interviewers stopped caring about API syntax years ago. At the senior and mid-level bar, the questions that separate candidates are almost all the same shape: "Your job is slow. Why, and what do
Aug 12, 202613 min read15
Unstructured data becomes a first-class citizen: Databricks FILE type and the multimodal lakehouse
Last week Databricks announced the beta of FILE, a native column type that brings documents, images, audio, and video into your lakehouse tables with the same governance you already apply to structure
Aug 9, 20268 min read20Predicting Bitcoin Prices with Linear Regression: A Beginner-Friendly Guide
In this blog, we’ll unpack what linear regression is, how it works, and then build a practical model to predict BTC closing prices using hist data.
Sep 28, 202510 min read238
What is ML? Supervised vs Unsupervised Learning
Understand machine learning's role in everyday life and industry growth amid new trends.
Sep 19, 20254 min read44