Transition from prompt "engineering" to AI system architecture with this 7-step AI fluency framework. Designed for software engineers and SREs, this guide provides a roadmap for mastering RAG, context engineering, and the critical shift from probabilistic to deterministic AI development. The levels are: Casual consumer, Prompt coder, Context developer, AI Engineer, AI System Architect, AI Platformizer, and AI Pioneer

Tech Lead Digest is a publication dedicated to topics relevant to technical leaders, engineering managers, and software architects. Through articles, case studies, and interviews, Tech Lead Digest covers leadership strategies, team management techniques, and career development advice for tech leads. Readers can learn about effective communication, team-building, and leadership skills essential for success in technical leadership roles.

Tech Lead Digest

A 7-level framework for assessing AI fluency in knowledge workers, from casual consumers to AI pioneers. The levels progress from basic prompt usage through context engineering and RAG implementation to system architecture and platform development. The critical transition occurs at Level 4, where practitioners shift from prompt-based approaches to deterministic code for managing AI's probabilistic nature. Each level includes hiring criteria, required skillsets, and practical guidance for career development and organizational assessment.

AI Fluency Leveling

So many terms in this one that i am going to look up.
Thanks a lot!

Level 1 Proomptcel VS Level 99 Agentic Engineer