Dense, visual quick-reference guides for AI, Cloud, Security, and System Design.
Architecture, inference parameters, training pipeline, prompting techniques, model families, and hallucination mitigations.
Zero-shot, few-shot, chain-of-thought, ReAct, and advanced prompting patterns with practical examples.
Full RAG pipeline — chunking, embeddings, vector databases, retrieval techniques, evaluation, and advanced patterns.
CLI commands, slash commands, memory system, hooks, MCP integration, and best practices for Claude Code.
The 10 most critical web application security risks — with attack examples, risk scores, and mitigation checklists.
Runtimes, triggers, limits, cold start mitigations, IAM, observability, and Lambda best practices.
CLI commands, Dockerfile instructions, multi-stage builds, networking, volumes, and Docker Compose.
Core cloud design patterns — serverless, microservices, event-driven, and multi-region architectures.
Scalability, load balancing, caching, databases, CAP theorem, and distributed systems fundamentals.