Free Udemy Course __ Claude Capybara Mythos Mastery: Build Frontier AI Systems

4.5 (1,000+ students enrolled) English
Other Machine Learning
Claude Capybara Mythos Mastery: Build Frontier AI Systems

What You'll Learn

  • Build agentic AI systems that go beyond prompting by combining planning, execution, and evaluation workflows
  • Design and implement multi-agent architectures using the Planner → Executor → Critic pattern
  • Apply dual-mode reasoning and create structured outputs such as JSON plans and execution graphs
  • Develop AI-powered solutions for code review, debugging, refactoring, and system design
  • Create security-aware AI systems that detect vulnerabilities and generate risk reports with remediation steps
  • Integrate memory systems (FAISS/Chroma patterns) to enable context retention and long-running workflows
  • Implement guardrails, policy engines, and human-in-the-loop approval workflows for enterprise readiness
  • Use LLM-as-a-judge evaluation techniques to measure quality, reliability, and performance of AI outputs
  • Build systems with tool usage and API integration for real-world automation
  • Design observability pipelines with logging, tracing, and cost monitoring for AI systems
  • Design observability pipelines with logging, tracing, and cost monitoring for AI systems
  • Deliver a complete production-grade frontier AI system as a portfolio-ready capstone project

Requirements

  • No prior knowledge required
  • A computer with internet access
  • Eagerness to learn

Who This Course is For

  • Developers and engineers who want to move beyond basic prompting and build production-grade agentic AI systems
  • AI practitioners looking to design multi-agent architectures with planning, execution, and evaluation workflows
  • Product managers and technical leaders who want to understand how to build and scale real-world AI systems
  • Software engineers interested in applying AI to code review, refactoring, and system design workflows
  • Security professionals exploring how to use AI for vulnerability detection, risk analysis, and secure coding practices
  • Data and AI specialists aiming to implement LLM evaluation, guardrails, and governance patterns in enterprise settings
  • Builders and innovators who want hands-on experience creating autonomous AI workflows with memory, tools, and APIs
  • Professionals transitioning into AI who already have basic programming knowledge and want to learn advanced system-level AI design
  • Anyone interested in understanding how modern AI systems evolve from single models to intelligent, orchestrated systems

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An experienced instructor with expertise in this field and a passion for teaching.

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