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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 Google Antigravity: A Complete Guide to the Agent-First IDEGoogle Antigravity is an agent-first IDE built by Google DeepMind's Advanced Agentic Coding team. It approaches context management differently from other AI ...
  2. 02Context Management Strategies for OpenCode: A Complete Guide to the Open-Source Terminal AI AgentOpenCode is an open-source terminal-based AI coding agent that prioritizes privacy, local-first operation, and broad model provider support. Built as a TUI (...
  3. 03Context Management Strategies for OpenWork: A Complete Guide to the Desktop AI Agent FrameworkOpenWork is a desktop-native AI agent framework designed for local, multi-step task execution on your computer. Unlike browser-based AI tools or terminal age...
  4. 04Context Management Strategies for Cursor: A Complete Guide to the AI-Native Code EditorCursor is an AI-native code editor built on the VS Code foundation that integrates AI deeply into every aspect of the development workflow. Its context manag...
  5. 05Context Management Strategies for Perplexity AI: A Complete Guide to Research-First AI ConversationsPerplexity AI occupies a unique position in the AI landscape: it is a research-first tool that combines conversational AI with real-time web search to produc...
  6. 06Context 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 ...