Comprehensive prompting guide for LTX-2 video generation model. Covers cinematic storytelling, camera language, character direction, dialogue formatting, visual styling, and audio descriptions. Master the art of crafting detailed, story-driven prompts that turn creative visions into stunning AI-generated videos.
Design and run A/B tests that produce valid, actionable results. Covers hypothesis design, sample size, metrics selection, and analysis.
Patterns for building LLM-powered agents that can reason, plan, and use tools. Covers agent architectures (ReAct, Plan-and-Execute), tool design, multi-agent systems, memory management, and production deployment considerations.
Decision frameworks for using AI Skills effectively. When to invoke skills, how to compose them, and integration patterns.
Set up analytics tracking that informs decisions. Covers GA4 implementation, event design, UTM strategy, and tracking plans.
REST API design principles and best practices. Use when designing new APIs, reviewing API contracts, or improving existing endpoints. Covers resource modeling, HTTP semantics, error handling, versioning, and documentation.
Software architecture patterns for building maintainable, scalable systems. Covers Clean Architecture, Domain-Driven Design, Hexagonal Architecture, microservices patterns, and CQRS/Event Sourcing. Use when designing new systems or refactoring existing codebases.
Decision frameworks for async and concurrency. When to use async vs threading vs multiprocessing, and how to avoid common pitfalls.