Course overview
Master the technical and product skills to design, evaluate, and ship agentic AI systems
The AI landscape is evolving faster than ever. The next wave of AI products will be powered by something more powerful than LLMs, agentic systems. These are AI systems that can retrieve knowledge, make decisions, use tools, and collaborate with other agents
The problem? Most PMs still treat these systems like traditional software or simple LLM features. And that’s exactly why 90% of AI products fail after launch.
Agentic AI breaks if you approach it with old product instincts:
- You cannot focus on features instead of evaluations.
- You cannot ship without guardrails.
- You cannot scale without understanding the underlying system architecture.
When PMs skip these fundamentals, the result is inevitable: you get agents that hallucinate, fail silently, break under real-world load, or become too expensive to operate.
But the Agentic AI for PMs program closes that gap.
Designed and taught by Jyothi Nookula, an AI Product Director who has built and scaled real AI systems at Netflix, Meta, Amazon, and Etsy, this advanced 5-week program teaches you the exact skills required to lead agentic AI products in production environments.
You won’t just learn how agents work. You’ll build, test, evaluate, debug, and operate them using the same methods top-tier AI teams rely on.
By the end, you’ll have the technical fluency and practical judgment to design agentic systems that actually work in the real world, and the portfolio to prove it.
Who is this course for
Product Managers who want to lead AI product development with confidence
AI PMs who know the basics of LLMs and prompting but need deeper technical mastery
Startup founders building AI-first products
Technical PMs, solution architects, and tech leads working alongside ML teams
Professionals who want advanced, production-level AI execution skills — not theory
🚨 This course is designed for intermediate to advanced learners.
If you are new to AI, start with the 🔗AI Product Management Program.
What you’ll get out of this course
The ability to design production-grade agent architectures
Understand single-agent and multi-agent patterns, tool orchestration, and how agents communicate, reason, and coordinate at scale.
Advanced prompt engineering skills that work in production
Build robust prompt pipelines with guardrails, experimentation, A/B testing, and version control.
Expertise in retrieval and memory systems (RAG)
Learn how to design and implement RAG systems that improve reliability, reduce hallucinations, and support self-improving agents.
Mastery of evaluation-driven AI development
Use automated pipelines, quality gates, and human feedback loops to ensure reliability and trust before shipping.
Experience working with real agent frameworks and production tools
Use GPT-4, Claude, Gemini, Pinecone, LangChain, MCP, and monitoring platforms like LangFuse.
A portfolio of 5 advanced AI systems that prove you can operate at a technical PM level
You will leave with projects that hiring managers take seriously.
What’s included
10 Live Classes (90 minutes each)
Dive deep into agent architecture, RAG, tooling, evaluation, and production operations.
5 Advanced, Portfolio-Grade Projects
Build systems that demonstrate real-world agentic AI understanding.
Weekly Feedback & Technical Q&A
Get guidance directly from Jyothi as you build and debug your systems.
Project Templates, Prompts, Tools & Frameworks
Use the same artifacts real AI product teams rely on.
12 Months Access to All Materials
Rewatch sessions and refine your technical skills.
Certificate of Completion
Showcase your technical AI capability and advanced training.
Additional Bonuses
Professional Resume Critique (worth $295) - YOU GET IT FOR FREE!
Only available for the first 25 people who sign up for the Agentic AI course
LinkedIn Optimization + Resume Preparation (worth $350)
Only available for capstone first prize winners (group project)
Surprise prizes awarded for capstone award winners
Accomplishment Badges awarded for project submissions
Access to an active learning community with monthly workshops, discussions, and PM/AI skill-building events
Course syllabus
- Advanced prompting architectures
- Guardrails, safety layers & meta-prompting
- A/B testing, versioning & optimization pipelines
- Project: Production-grade prompt system
- RAG architectures
- Semantic, episodic, and procedural memory
- Knowledge graphs & retrieval optimization
- Project: Production RAG system
- Automated evaluation pipelines
- Cost-performance analysis
- Model comparison methodologies
- Project: Agent evaluation framework
- Agent-to-agent communication
- Multi-agent orchestration with MCP
- Tool integration & secure access
- Project: Multi-agent workflow system
- Monitoring & debugging agent systems
- Performance optimization
- Scaling and cost reduction strategies
- Project: Monitoring dashboard + Capstone demo
Trusted by 1,500+ Learners Worldwide
Professionals are transitioning into high-paying AI roles using this program.
Just take a look at some of our success over the last 6 months.
Meet your instructor
Jyothi Nookula
AI Product Director | Founder Next Gen Product Manager | ex-Netflix, Meta, Amazon, Etsy
Jyothi has spent the last 13+ years building AI systems at four of the world’s most innovative companies. She has hired PMs, built global platforms, shaped AI strategy, and coached over 1,500 product managers into AI-focused roles. She teaches from lived experience and is constantly up to date with the decisions, trade-offs, and frameworks that real AI teams use every day. When you learn from Jyothi, you’re learning from someone who has built and shipped AI products at scale for top AI companies.
Cohort schedule
- 4 hours per week
10 Live Course Lessons
4 hours/week
All live sessions will take place twice a week and can be joined in real-time for interactive learning.
🗓 Saturdays & Sundays
⏰ 10 AM – 12 PM PT
📌 Program Duration: 5 Weeks
🎯 Total Live Sessions: 10 Classes
🔔 Next cohort run date: Feb 21 - Mar 22, 2026
