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Abhishek Kumar Gupta

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Jan 21

The 7 dbt Anti-Patterns Quietly Destroying Your Warehouse Budget

Every dbt project has a few models that cost 10x more than they should. You just don’t notice until the monthly bill arrives. After…

The 7 dbt Anti-Patterns Quietly Destroying Your Warehouse Budget

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May 25, 2025

10 Game-Changing dbt Tips I Wish I Knew Before My First Production Model

Lessons from production dbt workflows: contracts, tests, incremental logic, and model design.

10 Game-Changing dbt Tips I Wish I Knew Before My First Production Model

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Jun 3, 2025

🔬The dbt Decision Framework: When to Choose, When to Skip, and What Alternatives Actually Work in…

✨ A CTO’s 2 AM Google Search

🔬The dbt Decision Framework: When to Choose, When to Skip, and What Alternatives Actually Work in…

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Jun 9, 2025

🛠️ Git & GitHub Survival Guide for Data Engineers: The Ultimate Command Bible

Every Command, Workflow, and Troubleshooting Tip You Need for dbt, Snowflake, and Modern Analytics Projects

🛠️ Git & GitHub Survival Guide for Data Engineers: The Ultimate Command Bible

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Jun 13, 2025

🧊 The Ultimate Snowflake SQL Features Bible (2025 Edition)

Every Function, Every Trick, Every Example—From Analytics to AI, for Data Engineers Who Want It All

Stylized snowflake made of data and AI symbols, representing Snowflake SQL, analytics, and cloud innovation.

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11h ago

Building an Analytics Agent with the Remote dbt MCP Server

Connect AI applications to dbt metadata and governed metrics — with a practical Python implementation, clear authentication boundaries, and…

Building an Analytics Agent with the Remote dbt MCP Server

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Oct 24

Snowflake Open Data Sharing: Share Iceberg Tables Without Requiring a Snowflake Account

An engineering deep dive into external consumers, Iceberg REST catalogs, programmatic access tokens, and the difference between eliminating…

Snowflake Open Data Sharing: Share Iceberg Tables Without Requiring a Snowflake Account

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Sep 21

dbt Core v2.0 Just Rewrote Itself in Rust — Here’s What Actually Breaks When You Migrate

A Rust engine, a Fivetran merger, and 22 GitHub issues later — here’s what the migration guide doesn’t tell you.

dbt Core v2.0 Just Rewrote Itself in Rust — Here’s What Actually Breaks When You Migrate

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Sep 18

I Gave an AI Agent Write Access to My dbt Project for a Week. Here’s What It Got Wrong.

A hands-on log of running dbt Wizard against a real project — the good calls, the bad calls, and what it means for the “AI is eating data…

I Gave an AI Agent Write Access to My dbt Project for a Week. Here’s What It Got Wrong.

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Sep 16

dbt Semantic Layer vs Power BI: Where the Duplicate Metrics Actually Come From

A technical breakdown of why “revenue” in your dbt Semantic Layer and “revenue” in your Power BI report can quietly diverge — and the exact…

dbt Semantic Layer vs Power BI: Where the Duplicate Metrics Actually Come From

Abhishek Kumar Gupta

Abhishek Kumar Gupta

I build smart data systems that think, act, and fix themselves. Writing real-world guides on GenAI, LLMs, observability, and everything in between.

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