The 10-Second Prompt
What World-Class Sprint Coaches Teach Us About Agentic AI
Discover the philosophy behind hyper-efficient, high-leverage AI prompting that maximizes performance with zero waste.
- The optimization problem: CNS fatigue vs. token budget
- External focus cues: Maximizing automaticity
- High/Low training principle for cognitive load management
- Force-Velocity profiles: Individualized AI system design
- Poka-yoke: Error-proofing your prompts
- Reflection patterns: Agentic self-correction
- Context engineering: The future of AI optimization
Research-Backed Methodology
Drawing from elite sprint coaching principles (Charlie Francis, Dan Pfaff, Glen Mills) and cutting-edge AI research, this whitepaper bridges human performance optimization with agentic AI system design.
Core Principles
1. External Focus
Direct attention to outcomes, not mechanics. "Explode towards the finish line" vs "Push with your feet."
2. High/Low Separation
Eliminate "junk miles." Separate high-impact work from recovery. Kill medium-intensity waste.
3. Poka-Yoke Design
Error-proof your systems. Design interfaces that make mistakes impossible to commit.
"The instruction must be so precise, so clear, and so minimal in its cognitive load that the system can execute maximally in the shortest possible time frame, achieving peak results with zero waste."
📊 Interactive Infographic
Explore the 4 core coaching principles with interactive charts and visualizations
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