I Suspected Jira Was Burning My AI Tokens. The Data Told a More Complicated Story

Over the past few months, I had watched the token usage in my AI development workflow creep upward. Some of that was expected. The codebase was growing, my agents had more instructions, and I was asking them to handle longer tasks. Still, the increase was large enough that I started examining every source of context. […]