Scaling Agent Context with Knowledge Graphs on Snowflake
How knowledge graphs extend the working context available to AI agents beyond fixed dashboards and flat retrieval, implemented on Snowflake.
Capital One Software Engineering Blog
Jobs Classic vs. Jobs Serverless vs. DBSQL: Who Wins on TPC-DS?
A data-driven analysis running the full TPC-DS suite (4,750+ queries) across three Databricks compute planes via Apache JMeter; serverless SQL warehouses (DBSQL) emerge as the overall winner — roughly 7x faster than any Jobs compute at equal or lower cost — while classic Jobs Compute wins within the Jobs family.
Building a GenAI Cost Supervisor Agent in Databricks
Turning Databricks System Tables into a knowledge base for an AI agent answering GenAI cost questions; makes the case for Unity Catalog functions over text-to-SQL to eliminate injection surface.
Cortex Code CLI: A Hands-On Review of Snowflake's TPC-DS 10TB
Hands-on evaluation of Snowflake's Cortex Code CLI across five test areas spanning 55 billion rows.
Plotly on Databricks Series (2023–2024)
Visualizing a Billion Points: Databricks SQL, Plotly Dash and the Plotly Resampler
At-scale interactive Dash apps over large IoT time-series via the Databricks SQL connector, Plotly Resampler downsampling, Polars backend.
Databricks SDK + Plotly Dash — The Easiest Way to Get Jobs Done
Dash as a front end for the Databricks SDK and Jobs API.
Building Plotly Dash Apps on a Lakehouse with Databricks SQL (Advanced Edition)
Connecting Dash to Databricks via the SQL connector or SQLAlchemy ORM; streaming dashboards, DDL/object mapping, advanced visuals.
Molson Coors Streamlines Supply Planning Workflows with Databricks & Plotly Dash
Production customer data app using the SQLAlchemy engine and Dash AG Grid.
Amplify Your Organization's Custom LLM Strategy Using Databricks with Plotly (Part 1)
Full-stack Dash app that deploys Hugging Face / Databricks models to GPU serving endpoints.