Optimization

Published on
January 5, 2026
Prompt Caching: Optimizing LLM API Costs and Latency
llm optimization cost-reduction ai-engineering
Learn how prompt caching can reduce LLM API costs by up to 90% and improve latency. Covers implementation strategies for Anthropic, OpenAI, and custom caching solutions.
Published on
July 30, 2025
LLM Quantization: GPTQ, AWQ, GGUF and When to Use Each
llm quantization optimization python
A practical guide to LLM quantization techniques for running large models on consumer hardware with minimal quality loss.