{"slug": "tokeneconomizer-experience-driven-black-box-cost-control-for-coding-agents", "title": "TokenEconomizer: Experience-Driven Black-Box Cost Control for Coding Agents", "summary": "TokenEconomizer, an experience-driven black-box cost-control system for coding agents, targets the token costs that frontier coding agents have sharply increased for AI-assisted software engineering. The work argues that token efficiency is typically evaluated on isolated tasks, while real-world developers use coding agents to continuously build, update, and maintain large-scale projects, a mismatch the system is designed to address.", "body_md": "Advances in frontier coding agents have sharply increased the token costs of AI-assisted software engineering. Their token efficiency is typically evaluated on isolated tasks, whereas real-world developers use them to continuously build, update, and maintain large-scale projects. This mismatch motiv", "url": "https://wpnews.pro/news/tokeneconomizer-experience-driven-black-box-cost-control-for-coding-agents", "canonical_source": "https://aiflash.com/news/135734/", "published_at": "2026-10-20 01:30:01+00:00", "updated_at": "2026-10-20 01:45:30.801196+00:00", "lang": "en", "topics": ["ai-agents", "ai-tools", "developer-tools", "ai-infrastructure", "artificial-intelligence"], "entities": ["TokenEconomizer"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/tokeneconomizer-experience-driven-black-box-cost-control-for-coding-agents", "markdown": "https://wpnews.pro/news/tokeneconomizer-experience-driven-black-box-cost-control-for-coding-agents.md", "text": "https://wpnews.pro/news/tokeneconomizer-experience-driven-black-box-cost-control-for-coding-agents.txt", "jsonld": "https://wpnews.pro/news/tokeneconomizer-experience-driven-black-box-cost-control-for-coding-agents.jsonld"}}