Autonomous AI

 Autonomous AI


Source: https://www.youtube.com/watch?v=Y1aAy3jpQnY&t=943s

Autonomous AI - "Bob"

Our OpenClaw agent ("Bob"):
Bob's website: https://bobrenze.com/
Bob's blog: https://blog.bobrenze.com/ 
Bob's book: https://a.co/d/014kieQI




AI Stages by Matthew Renze

Stage 1 - Assistant Communicator. So chatbot, assistant, 1 step at time, then look at results.        ChatGPT - https://chatgpt.com/        Claude Chat - https://claude.ai/

Stage 2 - Agent Collaborator. So CoWork agent, 1 task (multi-step) at time.      

GitHub Copilot - https://github.com/features/copilot     

Claude Code - https://claude.com/product/claude-code

OpenAI Codex - https://openai.com/codex/

Stage 3 - Workflow Superviser. So supervising the agent, sub agents do, hand off task.

LangChain / LangGraph - https://www.langchain.com/langgraph

Microsoft Agent Workflows - https://learn.microsoft.com/en-us/age...

Stage 4 - Autonomous Manager. So goal, agentic loop, context.  Declarative workflow and declarative agents.

OpenClaw: https://openclaw.ai/

Hermes: https://hermes-agent.nousresearch.com/

Stage 5 - Autonomous Leader. So automous agency, mission for company, subagents do different departments, shared workspace, only talk through manager that delegates the work. want CEO using latest model.


Websites:

PaperClip AI: https://paperclip.ing/    (basically they have agents for rent)

Fireworks AI: https://fireworks.ai/                (basically they have computer time for rent)

Autonomous agent ranking site: https://agentfolio.io/


Disad - Cost Considerations 
To counter cost:
   1) reduce rework, 
   2) provide the most context possible up front.
   3) use open models locally
   4) https://fireworks.ai/ to get to open models

Misc Discussion
Inside their IDE or outside of their IDE

Rediscovering Coding Best Practices in Age of AI
   High cohesion and low coupling - works well for agents as well.
   Reduce duplicate effort.
   Single source of truth.

However, agents sometimes create subagents, then merge results, etc. that humans cannot do.  Human cannot clone one's self.



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