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AI2000 Docs

A personal knowledge base for AI tips, resources, and patterns I've found useful — from foundations to day-to-day workflow.

Storing what works. Skipping what doesn't.

What this site is

Curated notes on AI/LLM tooling, prompting, agents, and the Claude Code extension ecosystem (skills, MCP, plugins). Maintained for my own reference, public so others can browse.

Not a tutorial site. Not exhaustive. Just signal.

How it's organized

Section What's inside
Foundations Theory: AI/ML/LLM concepts, context windows, model landscape, fine tuning, distillation.
Best Practices Workflow: SDLC, security, prompt engineering, token optimization, orchestration, agents, anti-slop.
Extensions Claude Code extensibility surface — skills, MCP servers, plugins.
Tools Tech stacks and tooling I actually use.
Resources Where I learn — courses, papers, channels, blogs.

Use this site

  • Search anything in the top bar (top-right).
  • Each section opens with an Overview then drills into specific topics.
  • Code blocks have copy buttons.
  • Pages end with References linking primary sources.

See also