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A harness framework for building domain-specific agents, the worked finance instance that beats every frontier model on public benchmarks, and the autonomous loop coordinator that drives 100-experiment optimization runs unattended.

49 starsPython

Claude Code's $200 plan is a 17× subsidy on the raw API

by Hiteshjain118·May 27, 2026·9 points·23 comments

AI Analysis

●●SolidBig BrainDark Horse

150× token inflation finding — you pay to re-read, not generate.

Strengths
  • 150× token inflation finding is concrete, measurable, and genuinely surprising for users.
  • Local-only analysis reading ~/.claude logs respects privacy, nothing leaves your machine.
  • Breaks down actual cost driver: 84% of bill is input tokens, not generation output.
Weaknesses
  • Repo is sprawling with multiple packages — lacks focus on the token xray insight.
  • Only works for Claude Code users, limiting audience to one tool's userbase.
Category
Target Audience

Claude Code users, AI developers tracking LLM costs

Similar To

LLM cost trackers · Token usage analyzers · Claude dashboard tools

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