Patterns

6 articles
Prompt Chaining - Breaking Complex Tasks into Steps How to design and implement prompt chains for complex AI tasks, covering chain architecture, error handling, …AI Architecture Patterns - From Monolith to Multi-Agent How AI system architecture evolves from monolithic single-model deployments through microservices to …The Intake-to-Action Pattern - Structured Data from Unstructured Input A reusable pattern for converting unstructured inputs - forms, emails, documents - into structured data with …Scoring and Prioritization Patterns for AI Systems Different scoring approaches for AI-driven prioritization - WSJF, opportunity/effort matrix, risk-adjusted …Prompt Engineering Patterns for Enterprise Applications Proven prompt patterns for enterprise AI applications: structured output, chain-of-thought, few-shot examples, …Evidence Bundling Pattern - Collecting and Organizing Proof for AI Decisions How to design AI systems that collect, organize, and present evidence for their recommendations. Critical for …