AI ObservabilityDeveloper Productivity
Your AI spend is not an investment. It's a cost centre. Here's how to fix that.
AI spend without task attribution is vanity spend — this post shows how to build a local observability stack that joins token costs to project output, and how MCP closes the loop by letting the LLM update Asana task status automatically as work completes.
1 June 2026Read →