🛠 CLI for Analyzing Token Costs in LLMs
The token-trace-viewer tool has been released for detailed expenditure analysis in multi-agent systems. The utility processes OpenInference JSONL logs, outputting tables with costs per agent and execution step.
🌍 It solves the "black box" problem when calculating the cost of complex cycles, where standard dashboards show general trends but do not allow for identifying the specific step that caused a cost spike.
👤 It allows developers to precisely determine which instructions or repeated contexts are "burning" the budget, without deploying heavy servers or paying for SaaS solutions.