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The AI Bill Grows in the Agent Loop

mcp2cli -> Save 96–99% of the tokens wasted on tool schemas every turn; caveman -> laude Code...

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The AI Bill Grows in the Agent Loop

mcp2cli -> Save 96–99% of the tokens wasted on tool schemas every turn; caveman -> laude Code...

originale

blog.jetbrains.com1 mese fa

Speaking to AI Agents like Cavemen Saves 65% of Tokens. We Test.

A paired A/B benchmark of the token-compression skill Caveman on Claude Code, run on SkillsBench: does it actually save tokens, and does it degrade AI agent output quality? Advertised saving: 65%.

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Timeline cronologica

lunedì 6 luglio 2026·blog.jetbrains.com
Speaking to AI Agents like Cavemen Saves 65% of Tokens. We Test.
A paired A/B benchmark of the token-compression skill Caveman on Claude Code, run on SkillsBench: does it actually save tokens, and does it degrade AI agent output quality?…
lunedì 6 luglio 2026·dev.to
We collapsed 76 MCP tools into 12 — and cut per-session context cost by 60%
Every MCP server pays a hidden tax: the moment an AI agent connects, your entire tools/list gets...

The AI Bill Grows in the Agent Loop

Confronto fonti

The AI Bill Grows in the Agent Loop

Speaking to AI Agents like Cavemen Saves 65% of Tokens. We Test.

Timeline cronologica

Speaking to AI Agents like Cavemen Saves 65% of Tokens. We Test.

We collapsed 76 MCP tools into 12 — and cut per-session context cost by 60%

The AI Bill Grows in the Agent Loop

Tools vs Raw Commands - The Token Cost Theory - Part 1

Claude Code Skills Just Made Half Your MCP Servers Redundant