11 posts tagged with "LLMs"

Notes on "CAPO: Cost Aware Prompt Optimization" (June 2025) from the Munich Center for Machine Learning.

Notes on AI/LLM guardrails and safety patterns from a book on "Agentic Design Patterns" by one of Google's Distinguished Engineers, Antonio Gulli.

Notes on workflows and agents from Anthropic's course on Claude. Covers evaluator-optimizer pattern, chaining, routing, parallelization.

Notes on Claude Code and Computer Use from Anthropic's course on Claude. Covers workflow patterns.

Notes on features of Claude from Anthropic's course. Covers extended thinking, citations and prompt caching.

Notes on retrieval augmented generation (RAG) from Anthropic's course on Claude.

Notes on LLM tool functions from Anthropic's course on Claude. Covers tool schemas and multi-turn conversations with tools.

Notes on prompt evaluation from Anthropic's course on Claude.

Introductory notes from Anthropic's course on Claude. Includes multi-turn conversations, temperature, prefilling, stop sequences.

The Model Context Protocol (MCP) is an open standard which was released by Anthropic in November 2024.