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Video course · 15 chapters · 198 min · certificate

Advanced Claude Code: AI Agents, Parallelization & Automation

Advanced Claude Code for serious users: system prompts and CLAUDE.md, workspace organization and learning loops, agent harnesses and parallelization, stochastic consensus and debate, pipelines, auto-research, browser automation, model diversification and security.

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What you'll learn

  • Write advanced CLAUDE.md system prompts
  • Organize a workspace with a learning loop
  • Parallelize work with agent harnesses
  • Use stochastic consensus and multi-agent debate
  • Build pipelines and auto-research loops
  • Automate browsers, diversify models and manage security

Chapters

15 chapters · 198:23
  1. 9:03 01Setup Members Advanced system prompts An advanced course from someone running a business on AI agents; system prompts and CLAUDE.md.
  2. 8:50 02Workflow Members Workspace and learning loop Focusing effort on the vital 20%, planning features, and a workflow learning loop.
  3. 8:54 03Projects Members Starting a new project Saving learnings so the next session starts smarter, and project setup.
  4. 15:20 04Parallel Members Harnesses and parallelization Agent harnesses and parallelization techniques.
  5. 16:02 05Consensus Members Stochastic consensus and debate Running many agents and finding consensus to improve answers and speed.
  6. 8:03 06Consensus Members Multi-agent consensus in practice Using consensus to solve problems where agents propose different ideas.
  7. 10:46 07Creative Members Creative uses and agent teams Consensus reports, model chat, algorithmic art and streamlined agent teams.
  8. 15:05 08Pipelines Members Pipelines, skills versus sub-agents Pipelines, when to use skills or sub-agents, AI org hierarchies, and auto-research.
  9. 10:42 09Auto-research Members Setting up auto-research Auto-research loops with a defined change method, like modifying website code.
  10. 17:25 10Automation Members Auto-research applications and automation Improving metrics over many loops, HTTP requests and browser automation.
  11. 12:44 11Browser Members Advanced browser automation Advanced techniques like Chrome DevTools, and dealing with performance fluctuations.
  12. 11:23 12Models Members Diversifying models Using multiple models, like Codex alongside Claude, for different strengths.
  13. 14:59 13Organization Members Organizing your workspace Forms of diversification and a clean workspace structure.
  14. 21:12 14Security Members Security concerns Understanding security risks of agentic setups.
  15. 17:55 15Future Members The future of agentic engineering Where Claude and agentic engineering are heading across small business to enterprise.

Jobs this course suits

Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.

Software EngineersFull-Stack DevelopersSoftware DevelopersAI Engineers