The Prompt Optimization Playbook

The future of AI isn’t bigger models — it’s smarter prompts.

Every enterprise today bleeds silent money through inefficient prompts. Each extra token, redundant instruction, and poorly scoped context compounds compute cost — and carbon cost.

The Prompt Optimization Playbook distills years of research, experiments, and product thinking at PromptHalo into a Framework that shows you how to build cost-aware AI systems from the ground up.

You’ll learn how to:

• Detect invisible token waste inside your AI pipelines
• Design token-efficient prompts that preserve performance
• Quantify ROI for every LLM prompt you deploy
• Translate optimization into measurable sustainability gains
• Understand how “prompt handles” form the next optimization layer between humans and AI

Each paper connects strategic thinking with practical frameworks — giving founders, data scientists, and AI PMs a real playbook for enterprise-grade efficiency.