I have 25 AI Agents working 24/7 with Openclaw

How to Manage a Team of Autonomous Agents

Overview of the System

• The speaker manages 25 autonomous agents operating 24/7, utilizing a dashboard for oversight and improvements.

• The system is called Muddy OS, featuring various applications designed with a blend of Windows and Mac aesthetics.

Task Management Features

• The task manager displays active sessions, idle statuses, token counts, and estimated costs associated with operations.

• Key models in use include Opus 4.6 for heavy lifting tasks and backup systems like Opus 4.5 anti-gravity.

Organizational Structure

• The CEO oversees vision and strategy while managing a COO named Muddy who focuses on research and delegation.

• Department heads include a CTO inspired by Elon Musk, CMO inspired by Gary Vaynerchuk, and CRO inspired by Warren Buffett.

Continuous Improvement

• The speaker emphasizes ongoing adjustments to the organizational structure based on operational feedback.

• Each department has specific divisions tailored to their functions; for example, backend security uses Opus models as fail-safes.

Marketing Division Insights

• Under the CMO's leadership, content creation involves multiple agents working together using different models for efficiency.

• A notable pairing includes Rex (YouTube script writer using Opus 4.6 for research) and Sonnet 4.5 for output generation.

Revenue Generation Strategies

• The CRO’s team includes product intelligence scouts and community growth initiatives that leverage cost-effective models like Gemini 3 Flash.

• Community engagement is highlighted as particularly successful due to extensive context provided to the agents involved.

Standup Meetings Implementation

• Recent incorporation of standup meetings aims to enhance communication among team leads regarding project updates.

• Emphasis on product integrity ensures that only thoroughly tested tools are promoted or partnered with in future endeavors.

Standup Meeting Automation and AI Integration

Overview of the Standup Meeting Process

• The speaker describes a system for managing action items during standup meetings, where tasks are initially unchecked and marked complete once actions are taken.

• A notification feature is integrated via Telegram to alert the team when the standup meeting concludes, enhancing communication efficiency.

Inbound Partnership Requests

• The team discusses receiving inbound partnership requests despite having only 520 subscribers, indicating potential audience interest and marketability.

• Emphasis is placed on improving voice engagement in communications, with specific personalities assigned to different voices for better relatability.

Development of AI Personalities

• The speaker highlights advancements in creating an autonomous chat system where team members can communicate without direct oversight.

• Claybot is introduced as a unique entity with its own identity and memory capabilities designed to remember conversations and important dates.

Differentiation Between Bots

• A distinction is made between various bots: Muddy (the main brain), Elon (based on Elon Musk), and others like Gary and Warren, which share a common gateway but differ in functionality.

• The key differentiator for Claybot is its independent operational gateway compared to other bots that operate under Muddy's framework.

Documentation and Real-Time Updates

• Current documentation focuses on operations within the system, providing real-time updates accessible by agents and department heads for reference.

• The speaker expresses gratitude towards Peter for developing this open-source tool, emphasizing its transformative potential in their workflow.

Invitation for Engagement

• The speaker invites viewers to ask questions about the operating system or suggest topics for future videos, promoting community interaction.