Design

5 articles
Software Architecture for AI Systems Architecture decisions, ADRs, and trade-offs for AI systems covering serving patterns, training …Code Smells and Refactoring Indicators of design problems in code and systematic techniques for improving code structure without changing …Twelve-Factor AI - Applying 12-Factor App Principles to AI Systems How each of the 12 original 12-factor app principles applies to AI and LLM-based systems: model configuration, …AI Architecture Patterns - From Monolith to Multi-Agent How AI system architecture evolves from monolithic single-model deployments through microservices to …Building AI Assistants That Actually Help - A Practical Guide How to design AI assistants that are genuinely useful rather than technically impressive but frustrating to …