Testing Agent Orchestration Against Flaky Tools

https://medium.com/@philip-davis00/the-hidden-math-behind-multi-agent-ai-budgeting-55cd04ee89dc

May 16, 2026, marked the moment my team finally stopped treating tool-call loops like magical black boxes and started treating them like distributed systems