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Anthropic spent more time fixing their agent's tools than its prompt. Task time dropped…

Anthropic spent more time fixing their agent's tools than its prompt. Task time dropped 40% [the model is 1 of 7…

This is a vibe coding post classified by AGK Intelligence as Agent infra & costs (a workflow), kept by the Vibe Coding Radar because it carries real work, not commentary.

Anthropic spent more time fixing their agent's tools than its prompt. Task time dropped 40% [the model is 1 of 7 layers] 1. 20 real tasks go in as your eval set before anything ships 2. each step is swapped to a cheaper model, one at a time 3. it keeps the swap only if the pass rate holds 4. email, deleting, publishing and buying always wait for your yes from Anthropic: one prompt fix took success from 30% to 80% 1. single agent: baseline 2. subagents: +90.2% on research 3. the price: about 15x the tokens copy this into your agent: before any change, rerun my 20 real tasks. swap one step

Posted by Gipp 🦅 (12.5k followers) 5 days ago · 111 likes · 4.3k views · view the original post on X. Kept by the Vibe Coding Radar as Agent infra & costs.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 7.9k posts from 5k X accounts over the last 14 days, 2.6k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 17:48 UTC. Full method.