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A working handbook for data and software engineering.

Hands-on tutorials by Alex Merced on Apache Iceberg, the data lakehouse, pipelines, agentic AI, and the languages and tools that hold it all together.

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  1. 01Context Management Strategies for Windsurf: A Complete Guide to the AI Flow IDEWindsurf is an AI-powered IDE built on the VS Code foundation that introduces the concept of Flows, a paradigm where the AI maintains deep awareness of your ...
  2. 02Context Management Strategies for T3 Chat: A Complete Guide to the Unified Multi-Model AI InterfaceT3 Chat is a modern web-based AI chat interface that gives you access to multiple AI models through a single unified platform. Its primary value proposition ...
  3. 03Context Management Strategies for Zed: A Complete Guide to the High-Performance AI Code EditorZed is a high-performance code editor built in Rust that prioritizes speed, simplicity, and real-time collaboration. Its AI integration is designed to be fas...
  4. 04Context Management Strategies for VS Code with LLM Plugins: A Complete Guide to Building Your Own AI-Powered IDEVisual Studio Code is the most widely used code editor in the world, and its extensibility means you can integrate AI capabilities through a growing ecosyste...
  5. 05The Model Context Protocol (MCP) Explained: A Complete Guide to How Every Major AI Tool Connects to External DataThe Model Context Protocol (MCP) has become the universal standard for connecting AI models to external tools, data sources, and services. Originally open-so...
  6. 06How to Use Dremio with Claude Code: Connect, Query, and Build Data AppsClaude Code is Anthropic's terminal-based coding agent. It reads your files, writes code, runs commands, and maintains context across a session. Dremio is a ...