Prompt Chaining - Breaking Complex Tasks into Steps
How to design and implement prompt chains for complex AI tasks, covering chain architecture, error handling, optimization, and practical …
Patterns
AI Architecture Patterns - From Monolith to Multi-Agent
How AI system architecture evolves from monolithic single-model deployments through microservices to collaborative multi-agent systems, with …
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 regulated industries and any …
Prompt Engineering Patterns for Enterprise Applications
Proven prompt patterns for enterprise AI applications: structured output, chain-of-thought, few-shot examples, guardrails, and system prompt …
Scoring and Prioritization Patterns for AI Systems
Different scoring approaches for AI-driven prioritization - WSJF, opportunity/effort matrix, risk-adjusted scoring - when to use each, and …
The Intake-to-Action Pattern - Structured Data from Unstructured Input
A reusable pattern for converting unstructured inputs - forms, emails, documents - into structured data with risk flags and suggested next …