applied-artificial-intelligence

API authentication patterns including JWT, OAuth 2.0, API keys, and session-based auth. Covers token generation, validation, refresh strategies, secur...

Database schema design and data modeling patterns including normalization principles (1NF-5NF), denormalization trade-offs, entity relationship design...

Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size reduction techniques. Use when building D...

Error recovery and failure handling patterns for distributed systems including rollback strategies, circuit breakers, retry logic with exponential bac...

Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference optimization. Use when working wi...

LLM evaluation and testing patterns including prompt testing, hallucination detection, benchmark creation, and quality metrics. Use when testing LLM a...

Simplification and readability techniques. Use when writing for broad audiences or simplifying complex content. Covers active voice, short sentences, ...

Hierarchical content structure - answer first, then supporting arguments, then details

Comprehensive guide to implementing RAG systems including vector database selection, chunking strategies, embedding models, and retrieval optimization...

Narrative structure for complex topics - Situation, Complication, Question, Answer

Shared configuration patterns for project setup commands. Provides security hooks, Claude framework structure templates, and framework detection patte...

SQL query optimization patterns including EXPLAIN plan analysis, index strategies, query rewriting, and N+1 query prevention. Use when optimizing slow...