Cost-Optimization Archives

Stop Overpaying for GPT-4o: Smart Query Routing with RouteLLM

July 18, 2026

Is GPT-4o draining your budget? Learn how to use RouteLLM to automatically route simple queries to cheaper models, cutting your API costs by up to 50% without sacrificing response quality.

DevOps

Deploying to Google Kubernetes Engine: GKE Autopilot vs Standard, CI/CD Setup, and Real Cost Numbers

June 13, 2026

After 6 months running production workloads on GKE, here's an honest comparison of Autopilot vs Standard mode with real cost numbers, a working CI/CD pipeline using Cloud Build, and three specific optimizations that cut our bill by 38%.

Stop Burning Credits: LLM Cost Optimization with GPTCache and Redis

May 1, 2026

Reduce LLM API costs by 80% and cut latency from seconds to milliseconds. This guide explores implementing production-grade semantic caching using GPTCache and Redis.