AI Engineering
10 AI Prompts for Beginners Building Real Products
AI prompts for beginners that help non-technical builders plan, debug, and launch real products with practical scope, checkpoints, and quality control.
•8 min read
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AI Engineering
AI Engineering
Build With AI Without Coding: What Non-Technical Builders Should Own
Build with ai without coding by owning scope, prompts, workflow, and release habits. A beginner path to launch practical products with clear expectations.
•7 min read
AI Engineering
Multi-Agent Systems: Why One AI Isn't Enough
Why we built MDFit Nova-Sonic with 5 specialized agents instead of one general-purpose model, and what we learned about agent orchestration.
•6 min read
AI Engineering
The State of Generative AI in 2026: What's Real and What's Hype
A grounded look at where generative AI actually delivers value in 2026 and where the industry is still overpromising.
•7 min read