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The AIOps agents at @SilexData make 400+ MCP tool calls per task. Running every call as…

The AIOps agents at @SilexData make 400+ MCP tool calls per task. Running every call as Python in Pydantic Monty,…

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

The AIOps agents at @SilexData make 400+ MCP tool calls per task. Running every call as Python in Pydantic Monty, filtering output before the model reads it, cut cost 26 to 32% and solved all 10 incidents. Direct tool calling solved 8. CTO @dlewis on how https://pydantic.io/silex

Posted by Pydantic (21.2k followers) 2 days ago · 27 likes · 1.4k 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 16:53 UTC. Full method.