Best Practices

Technical Guides

Long-form, evergreen guides — not time-stamped like blog posts, but permanently relevant reference articles.

routing cost

Choosing the Right LLM for the Job

A framework for model decisions: When GPT-4o, when Claude Sonnet, when a small local model? Decision tree and criteria for every situation.

15 min read Read

tutorial cost

Context Window Management — What Every Engineer Should Know

Context windows are finite and expensive. How to manage context efficiently, what chunking and RAG actually deliver and why "just put everything in" is not a strategy.

12 min read Read

enterprise open-source

Secure Multi-Tenant LLM Deployments — Checklist

A comprehensive checklist for those operating LLM infrastructure for multiple teams or customers. From API key management to audit logging.

10 min read Read

llmops routing

Evaluating Routing Accuracy — How to Benchmark Your Classifier

How do you measure whether your LLM router is making good decisions? Metrics, test datasets and evaluation methods for production-ready routing systems.

14 min read Read