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Stop Dumping Raw Pytest Logs Into Your Coding Agent: How a Structured JSON Test Filter Cuts Input Tokens by 94.1%

💡 AI Labo Benchmark Series — Experiment E16 (Ranked #3 out of 41 Patterns) This post is part of our empirical benchmark series testing AI coding agent harness patterns inside network-isolated Proxmox VMs against a hidden 20-case grading suite. 🚀 View All 41 Benchmark Results & Master Ranking 🛡️…

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  1. 2026-11-01 01:16 · DEV Community — AI
    Stop Dumping Raw Pytest Logs Into Your Coding Agent: How a Structured JSON Test Filter Cuts Input Tokens by 94.1%

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