Build systems that generate value while you sleep
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Founder
Think like a founder: what user pain, distribution channel, pricing, and retention loop does this AI capability unlock?
Systems
Think like a first-principles systems builder: separate demos from durable products, and measure the bottleneck the model actually removes.
Infrastructure
Think like an AI infrastructure leader: account for data, latency, cost, reliability, evaluation, and deployment constraints before scaling.
Autonomous Business Unit
Build a complete automated function: lead capture, AI qualification, nurturing, support, and weekly reporting with AI at every step.
A running automation with documented ROI replacing 10+ hours of manual work weekly.
Use as the baseline for practical prompting, context design, and structured task instructions.
Anthropic Prompt EngineeringAnthropicCompare prompting guidance across model families and learn how to evaluate behavior, not just single outputs.
Hugging Face CourseHugging FaceUse this for model, dataset, transformer, and open-source deployment fundamentals.