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

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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

Really liked this. The shift from prompting to system thinking and architecture was spot on.

can we finally admit that all the AI garbage hype is made up - its not nearly as good as the hype claims it to be.