{"type": "article", "title": "Free Tokens Won't Fix Black-Box Agent Runs: Build a Trace Loop", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/free-tokens-won-t-fix-black-box-agent-runs-build-a-trace-loop", "original_source": "https://dev.to/codepro_3283/free-tokens-wont-fix-black-box-agent-runs-build-a-trace-loop-96i", "published": "2026-09-01T13:21:56+00:00", "accessed": "2026-09-01", "id": "free-tokens-won-t-fix-black-box-agent-runs-build-a-trace-loop"}