Code Smells and Refactoring
Indicators of design problems in code and systematic techniques for improving code structure without changing behavior.
Design
Software Architecture for AI Systems
Architecture decisions, ADRs, and trade-offs for AI systems covering serving patterns, training infrastructure, and system decomposition.
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 …
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, artifact management, vector …
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 use. Intake design, context …