A 5-part engineering blog series for technical founders and engineers building production AI products without owning a single GPU.
Live site: https://ciphersingularity.github.io/gpu-free-ai-saas-series/
| # | Title | Status |
|---|---|---|
| 01 | Why You Don't Need a GPU (And Probably Shouldn't Have One) | ✅ Published |
| 02 | Picking Your LLM API Stack: OpenAI, Anthropic, Groq & Beyond | ✅ Published |
| 03 | Building a Serverless AI Backend That Scales to Zero | ✅ Published |
| 04 | Cost Engineering: Token Budgets, Caching & Smart Model Routing | 🔜 Coming Soon |
| 05 | Production-Ready: Rate Limiting, Fallbacks & Avoiding Vendor Lock-In | 🔜 Coming Soon |
This series covers the architecture, tooling, and cost strategies behind GPU-free AI SaaS from initial infrastructure decisions through to production resilience. Aimed at technical founders who want to ship fast without the overhead of managing GPU infrastructure.