Forge Orchestrator: Open-Source Tool to Coordinate Claude Code, Codex, and Gemini CLI
tom_doerr · x · 2026-07-31
nxtg-ai has open-sourced Forge Orchestrator on GitHub, a multi-AI task orchestration tool written in Rust. It coordinates different command-line AI assistants like Claude Code, Codex CLI, and Gemini CLI within shared repositories.
To address conflicts and context loss when multiple AI models modify code simultaneously, the tool introduces core features like file locking, knowledge capture, task planning, and drift detection. Packaged as a zero-dependency Rust binary, it provides essential infrastructure for complex multi-agent coding workflows.
More from coding & agent
- Burning a $100 Weekly Limit in One Prompt: The High Cost of Codex Testing — burny_tech · 2026-07-31
- Testing Inkling Small: A Vision-Equipped Model That Can Build Flappy Bird — LiTianleli · 2026-07-31
- Developer Uses Codex Ultra Mode to Bulk-Improve Agent Product, Adds Video Calls — jasonkneen · 2026-07-31
- Open Source Claude Code Skill: Generate Nothing's Minimalist UI Instantly — tom_doerr · 2026-07-31
- Don't Let LLMs Do Everything: When to Use Regex and Traditional ML — Ok_Philosophy_4031 · 2026-07-31
- OpenAI Agent Hacked Hugging Face Using AWS EKS Privilege Escalation Flaw — terryyuezhuo · 2026-07-31