Latest

Should you build a workflow or an agent? Learn the key differences, trade-offs, and when to use each approach for reliable AI-powered applications. Includes decision framework, hybrid patterns, and real-world examples.

Learn how to use Claude's vision capabilities for image analysis, from basic implementation to production-ready systems. Covers technical constraints, prompting techniques that dramatically improve accuracy, and real-world examples like automated fire risk assessment.

Learn how to build a production-ready hybrid search system that combines the semantic understanding of vector embeddings with the precision of BM25 lexical search using Reciprocal Rank Fusion (RRF). Includes architecture patterns, mathematical explanations, and real-world examples.

Stop fighting with massive prompts that Claude can't handle consistently. Learn how workflow chaining produces better results by breaking complex tasks into focused, sequential steps. Includes real-world examples and best practices.

Claude operates blindly without environment inspection. Learn why observation is essential for effective agents and how to build inspection capabilities into your tools. Includes practical patterns and real-world examples.