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 - [Bernstein](https://github.com/chernistry/bernstein) — Deterministic multi-agent orchestrator that spawns parallel coding agents (Claude Code, Codex CLI, Gemini CLI) from a single goal, verifies with tests, and auto-commits. Zero LLM tokens on coordination.
 - [GreatCTO](https://github.com/avelikiy/great_cto) — Multi-agent SDLC orchestrator running above Claude Code, Cursor, Codex, Aider, and Continue. 34 specialist agents (architect → reviewers → devops), 25 archetype overlays (fintech, healthcare, agent-product, voice-AI), and 10 compliance packs (PCI/HIPAA/EU AI Act/TCPA) auto-wired by repo detection. Two human gates per feature.
 - [Kagan](https://github.com/kagan-sh/kagan) — Open-source AI orchestration board with a VS Code extension for planning, running, and reviewing coding agent tasks.
-- [LoopTroop](https://github.com/looptroop-ai/LoopTroop) — Local GUI orchestrator for long-running, high-correctness AI software delivery. LLM councils plan it, Ralph loops perfect it, OpenCode worktrees ship it.
+- [LoopTroop](https://github.com/looptroop-ai/LoopTroop) — Local GUI orchestrator for AI coding agents with multi-model planning (LLM councils), iterative retry loops, and isolated git worktrees for long-running, correctness-first multi-file work.
 - [MartinLoop](https://martinloop.com/) — Open-source control plane for AI coding agents. Adds hard budget stops, verifier gates, and inspectable audit records so autonomous loops stop cleanly.
 - [Forge](https://github.com/LucasDuys/forge) — Autonomous spec-driven development loop for Claude Code. Three-command pipeline (brainstorm, plan, execute) that turns ideas into shipped code with context survival, backpropagation, and Claude-on-Claude code review.
 - [SwarmClaw](https://github.com/swarmclawai/swarmclaw) - Self-hosted AI runtime that orchestrates Claude Code, Codex, Gemini CLI, OpenCode, Copilot CLI, Cursor Agent, Goose, Qwen Code, and Droid with heartbeats, schedules, delegation, runtime skills, and an org chart view. Ships as a desktop app (Electron) and CLI. MIT licensed, TypeScript.