714 tutorials · free to read

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 OpenAI Codex: A Complete Guide Across Browser, CLI, and AppOpenAI Codex is not a chatbot. It is an autonomous software engineering agent that runs tasks in isolated cloud sandboxes, operates across a browser interfac...
  2. 02Context Management Strategies for Claude Web: A Complete Guide to Projects, Artifacts, and Intelligent ContextClaude's web interface at claude.ai combines one of the largest context windows in the industry with a structured Project system that makes it genuinely usef...
  3. 03Context Management Strategies for Claude Desktop: A Complete Guide to MCP, Computer Use, and Local File AccessClaude Desktop takes everything available in Claude Web and adds three capabilities that fundamentally change how you manage context: MCP server connections ...
  4. 04Context Management Strategies for Claude CoWork: A Complete Guide for Knowledge WorkersClaude CoWork represents a fundamentally different approach to AI context management. Unlike chat interfaces where you send messages and receive responses, C...
  5. 05Context Management Strategies for Claude Code: A Complete Guide for DevelopersClaude Code is a terminal-native agentic coding assistant that lives in your command line and operates directly on your codebase. Unlike chat-based interface...
  6. 06Context Management Strategies for Gemini Web and NotebookLM: A Complete Guide to Google's AI Knowledge EcosystemGoogle's AI ecosystem for knowledge work consists of two deeply integrated tools: Gemini (the conversational AI at gemini.google.com) and NotebookLM (the res...