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Description

Conductor allows you to manage a team of coding agents directly on your Mac, providing each Claude Code or Codex agent with its own distinct workspace to enable parallel software development while maintaining oversight. By integrating your repository, Conductor efficiently clones it and operates solely on your Mac. You can deploy multiple agents, each assigned a unique git worktree, allowing them to function autonomously. With Conductor, you can monitor agent activity, identify tasks that require attention, review code, and merge completed branches. This platform is designed under the concept that developers are evolving into AI managers, orchestrating various agents simultaneously rather than relying on a single chat interface. It accommodates Claude Code and Codex, featuring model selection, Plan Mode, Fast Mode, reasoning controls when applicable, checkpoints, specialized skills, and session controls tailored to individual agents. Additionally, Plan Mode encourages the agent to devise a strategy prior to file modifications, making it particularly advantageous for extensive, complex, or ambiguous changes spanning multiple files, enhancing the overall development process.

Description

HumanLayer is an open-source AI coding agent management and orchestration platform designed to help engineering teams coordinate autonomous software development workflows. The software combines a multiplayer coding workspace, persistent task management, agent session monitoring, and collaborative development artifacts in a unified environment. Its structured Research, Plan, and Implement methodology helps AI agents gather requirements, investigate codebases, design solutions, and execute programming tasks through defined checkpoints. Developers can create tasks from natural language descriptions or connected project management systems such as Linear and Jira. HumanLayer organizes agent sessions, research documents, implementation plans, code diffs, and Git worktrees within shared task workspaces accessible to multiple team members. Its collaborative review features allow engineers to comment directly on technical design documents and provide feedback that AI agents can incorporate before writing code. The platform supports parallel execution of multiple coding agents across local machines and remote cloud workers, with synchronized sessions and persistent background execution. Detailed session monitoring provides visibility into agent reasoning, tool calls, subagent activities, file modifications, and implementation progress. HumanLayer integrates with Claude Code, Codex, GitHub, Linear, Jira, and Slack, while offering an Apache 2.0 licensed codebase and self-hosted deployment options for organizations developing automated software engineering systems.