Tag: token-economics

Instrumenting Agent Loops for Cost per Successful Task

pr0h0•November 9, 2026

Nvidia's Agentic AI Stack claim that token usage doubles monthly frames inference cost as the key constraint, and this walkthrough shows how to instrument agent loops with token budgets, model routing, caching, and cost-per-successful-task metrics.

agentic-aiinference-costtoken-economics

Measuring Tokens-per-Task in JavaScript Agents with Per-Step Cost Tracing and Budget Limits

pr0h0•September 26, 2026

A hands-on guide to instrumenting JavaScript AI agents with per-step token accounting, cost tracing, and hard budget limits so you can measure real tokens-per-task instead of guessing from aggregate usage.

javascriptai-agentstoken-economics