Travis Sparks - Sparkry.AI + Neurodivergence + Business

Travis Sparks - Sparkry.AI + Neurodivergence + Business

How I Cut AI Response Times 85% Using Cloudflare Workers AI (And You Can Too)

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Travis Sparks
Sep 25, 2025
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TL;DR: Build a production-ready AI API that runs globally in under 20 minutes—no servers, no scaling headaches, sub-300ms responses worldwide.


Ever wonder why your AI app feels sluggish even with fast models? I was getting 2-3 second response times from OpenAI calls that made my users abandon conversations mid-stream. That's when I discovered Cloudflare Workers AI could handle the same workload with sub-300ms response times globally—while keeping costs competitive with major providers.

What You'll Build

A simple but powerful LLM API that:

  • Takes user prompts, system prompts, and temperature settings

  • Runs on Cloudflare's edge network (300+ locations)

  • Responds in under 300ms globally

  • Costs competitively with commercial APIs

  • Scales automatically without infrastructure management

This isn't theoretical—I migrated 78% of Sparkry.AI's inference to this setup and improved response times by 85% while maintaining comparable costs to our previous OpenAI setup.

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Prerequisites

  • Cloudflare account (free tier works)

  • Node.js 16.17.0 or later

  • 20 minutes

  • Basic JavaScript knowledge (beginner-friendly)

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