Versioning LLM Prompts with GitOps: Manage Them Like Code and Validate with A/B Tests
This article shows how to apply GitOps principles to solve non-reproducibility in LLM applications. It offers a practical architecture guide for treating prompts as code and building Git-based version control, A/B testing, and automatic rol
Jun 2
[Part 1] Cutting LLM API Costs: A 3-Layer Optimization Pattern with Input Compression and Model Selection
Worried about exploding LLM API call costs? This guide presents three practical patterns—from Prompt Compression to multi-layer caching architecture—that dramatically cut AI service costs, a cost-saving blueprint every system architect shou
May 27