All posts / Knowledge Base

Why LiteLLM Matters for AI Engineering Teams

Why LiteLLM is useful for Codex and Claude Code, how to get it running quickly, and why this kind of tooling will matter more as AI agents spread.

How to Reduce Token Consumption with Claude Code and Codex

Practical habits and patterns that keep your token usage lean when working with AI coding agents, whether you use Claude Code or GitHub Copilot with Codex.

The Shift from Vibe Coding to Spec-Driven Development

A look at how the industry is moving from rapid, conversational AI coding to structured, specification-first development and the tools driving that shift.