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humanfia/humanize

HUMANIZE AGENT FLOW TOKENS

Humanize — agent‑flow system for maximum token usage in LLMs. It orchestrates Claude Code and Codex calls, managing reasoning streams and cutting redundant requests via caching.

// KEY FEATURES

  • Orchestrates sequential calls to Claude Code and Codex within a single agent flow.
  • Counts and limits tokens per step, preventing budget overrun.
  • Reduces requests by caching intermediate results and reusing context.
  • Provides CLI and Python‑API for quick integration into existing codebases.
#agent#ai-agents#claude-code#codex#coding-agents#flow#harness#infra#llm#python#system#workflow
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humanfia/humanize — HUMANIZE AGENT FLOW TOKENS | REDDYX AI