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Storia in 2 fonti

The AI Bill Grows in the Agent Loop

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

Raccontata dablog.jetbrains.comdev.to

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AI · summaries
dev.toStai leggendo4 g fa

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.com5 g 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

  1. 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?…

  2. 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...

  3. martedì 7 luglio 2026·dev.to

    The AI Bill Grows in the Agent Loop

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

  4. mercoledì 8 luglio 2026·dev.to

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

    The Hook Scalekit ran 75 benchmark runs comparing CLI and MCP agents on identical GitHub...

  5. venerdì 10 luglio 2026·dev.to

    Claude Code Skills Just Made Half Your MCP Servers Redundant

    Skills are what MCP should have been 📝 Anthropic announced Agent Skills on October 16th,...