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ai-agents Articles

Data strategy insights, analytics best practices, and lessons from real projects.

Building a Data Mart with Claude Over MCP, in 20 Minutes
Data Engineering
Building a Data Mart with Claude Over MCP, in 20 Minutes

This is a walk-through of one consulting engagement, not a theoretical piece on AI tooling. The brief was small enough…

Telegram in 2026: Still a Data Source, Now a Real Agent Platform
Data Science
Telegram in 2026: Still a Data Source, Now a Real Agent Platform

Most teams still treat Telegram the way they did in 2021: scrape a channel, pull a list, hope the API…

How to Use dbt MCP with Claude Code (and Stop Grepping the Manifest)
AI for Data
How to Use dbt MCP with Claude Code (and Stop Grepping the Manifest)

How to set up dbt Labs' official MCP server with Claude Code, including a real legacy-project audit story, the read-only…

How to Use Fivetran MCP with Claude Code (and Stop Clicking Through Connector UIs)
AI for Data
How to Use Fivetran MCP with Claude Code (and Stop Clicking Through Connector UIs)

How to set up Fivetran's official MCP server with Claude Code, with a real client case study (HelpScout to BigQuery),…

How to Use MCP Toolbox for Databases with Claude Code: BigQuery Setup, Tools, and a Read-Only Production Pattern
AI for Data
How to Use MCP Toolbox for Databases with Claude Code: BigQuery Setup, Tools, and a Read-Only Production Pattern

Practical guide to wiring Google's MCP Toolbox for Databases into Claude Code for BigQuery work. Setup commands, the .mcp.json block,…

How to Use OpenClaw for Your Data Team: Self-Hosted Setup, Skills, and Hosted Alternative
AI for Data
How to Use OpenClaw for Your Data Team: Self-Hosted Setup, Skills, and Hosted Alternative

Practical guide to running OpenClaw for a data team. Self-hosted on a Hostinger VPS, ChatGPT OAuth for primary inference, Moonshot…

How to Use Metabase MCP with Claude Code: A Practical Walkthrough
AI for Data
How to Use Metabase MCP with Claude Code: A Practical Walkthrough

A practical walkthrough of using Metabase MCP with Claude Code on real client projects: dashboard audits in seconds, SQL from…

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