Best-Practices
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Twelve-Factor App
What the twelve-factor methodology is, how it guides cloud-native application design, and which factors matter …PMBOK - Project Management Body of Knowledge
A comprehensive standard published by PMI that defines project management processes, knowledge areas, and best …ITIL - Information Technology Infrastructure Library
A framework of best practices for IT service management, originally developed by the UK government.Code Review Practices for ML Codebases
Practical guide to code review for ML projects, covering what to look for in training code, data pipelines, …The Well-Architected Framework - Why Every Cloud Provider Has One
What the Well-Architected Framework is, its origins at AWS, how Azure and GCP adopted it, its six pillars, and …Prompt Engineering for Enterprise AI Applications
Practical prompt engineering patterns for production AI systems: system prompts, few-shot examples, …Operational Excellence (Well-Architected Pillar)
The Well-Architected pillar covering runbooks, automation, observability, incident response, and continuous …AWS Well-Architected AI/ML Lens - Applying Best Practices to Machine Learning
The AWS ML Lens extends the Well-Architected Framework to cover ML lifecycle phases, ML pipeline automation, …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, …
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