aggregate-intellect logo

Multi-Agent Applications Development Bootcamp

Design, develop, deploy, and demo an LLM agent application in 7 weeks!

Ongoing cohort:

34 participants

Amir Feizpour

We have helped 200+ builders like you who’ve come from all types of industries and they have gotten great value from our bootcamp.

Description

You'll create a fully functional application driven by LLM agents to automate a workflow of your choice. Throughout the bootcamp, you’ll gain hands-on experience in designing agent workflows and integrating essential tools. By the end, you’ll have a complete, showcase-ready application to present in a public demo.

Details

Next Cohort

Jan 26

Deadline

Jan 25, 2026

Duration

7 weeks

Price

USD $1349

Fun

Infinite

You'll work through executable workflows that guide you from problem definition to deployment each workflow creates documentation and code artifacts that become your working system.

01

Design and build

Week 1 - Define your problem, design your workflow (YAML), create evaluation set

Week 2 - Translate workflow to LangGraph/n8n, build working prototype

02

Refinement

Week 3 - Test with users, identify critical components, refine architecture

Week 4 - Add observability and component-level evaluation

03

Evaluation

Week 5 - Scale your evlauation and improvements with synthetic data and LLM as a judge

Week 6 - Deploy to production, optimize costs, gather real user feedback

04

Public Demo

Week 7 - Record a demo of your app and show it off to our broader community (usually we have a few hundred people signed up - aka great exposure for your work)

Why 7 weeks is optimal

Our carefully crafted 7 weeks program provides the perfect balance of depth and pace, ensuring you gain a comprehensive understanding without feeling rushed.

Public project Demo

The only bootcamp that requires a public demonestation of your project, giving you real world experience and a portfolio piece to show case your skills.

Industry standard tools

Master LangGraph, Cursor, and n8n. Our curriculum focuses on the tools that power the most advanced AI agent applications.

Throughout the bootcamp, you’ll get hands-on experience with a range of powerful tools and frameworks. The following technologies will help you design, build, and deploy your LLM-powered application effectively.

How it works

Learn the concepts

Participate in lectures, tutorials, and group activities to learn the basics, get inspired, and build more efficiently.

Build an Agentic AI App in our Structured 3-Sprint Program

Follow a clear 3-sprint structure helping you design and build, with extra dose of accountability from instructor, mentors, and peers.‍

Get Personalized Feedback in 1 on 1 Mentorship Sessions

Work on your project and meet with program mentors (instructor and TAs) regularly to get deeper in anything that requires clarification.

Connect with Potential Collaborators & Users in Public Demo

Show off your work and connect with our community including invited guests (corporate directors, experienced founders, angel investors).

Your AI Co-Pilot Through the Bootcamp

Your personal AI mentor tracks your progress through 12 structured workflows, recommends next steps based on your artifacts and timeline, and keeps you on track for your sprint demos. Build at your own pace while staying connected to the cohort.

$ master_orchestration_workflow🤖 Master Workflow📅 Week 3, Day 15 | Sprint 2✅ COMPLETED:• Problem definition + YAML• Evaluation set (12 examples)• LangGraph prototype• Sprint 1 Demo ✓📂 ARTIFACTS:participant_profile.mdproblem_definition.mdevaluation_plan.mdlanggraph_implementation/📊 STATUS: On Track (33%)⏰ Sprint 2 Demo in 3 days🎯 NEXT: architecture_iteration_workflowWHY: Your prototype works but needsrefinement. Identify components to improve.INPUT: Current implementation + eval resultsOUTPUT: architecture_iteration_notes.mdTIME: 2-3 hours$ claude-code execute architecture_iteration_workflowPress Enter to start workflow...[Type 'help' for more options]
BOOTCAMP PROGRESS4/12 workflows (33%)SPRINT 1 ✓✅ 0. Orientation✅ 1. Ideation✅ 2. Evaluation Dataset✅ 3. Workflow Translation└─ Demo Complete ✓SPRINT 2 (Week 3-4)⬜ 4. User Research→ 5. Architecture Iteration ← NOW⬜ 6. Component Evaluation⬜ 7. Observability└─ Demo: Sunday (3 days)SPRINT 3 (Week 5-6)⬜ 8. Evaluation Scaling⬜ 9. Deployment⬜ 10. Cost OptimizationWEEK 7⬜ 11. Demo Prep└─ Final Public Demo⚡ On track for Sprint 2!Next milestone: Sprint 2 Demo (Dec 1)
$ architecture_iteration_workflow🔧 Architecture Iteration WorkflowRefine your implementation based on eval failures1. REFLECT (from last workflow)• Which eval examples failed?• What patterns in failures?> Email parser failed on 40% of HTML emails.> Pattern: Complex nested HTML breaks parser.> Need preprocessing component.2. EXECUTE (guided steps)✓ Analyzed component failures✓ Identified needed changes:- Add HTML cleaning component- Place before email parser✓ Documented rationale→ Testing implementation...3. OUTPUT CREATED📄 architecture_iteration_notes.mdCurrent Issue: Parser fails on HTML emailsRoot Cause: Can't handle nested structureChange: Add HTML Cleaner componentImpact: +200ms latency, 85% → 95% accuracyTrade-off: Acceptable for accuracy gain4. EXPERIMENT (next 2-3 days)Implement HTML Cleaner. Test component inisolation + measure accuracy improvement.✓ Workflow complete!

Every workflow knows what you've done • Guides what's next • No guessing, no getting lost

This bootcamp is for you if you’re eager to build an agentic MVP, whether to test the feasibility of a new startup idea, explore a potential feature for your existing product, or showcase your skills to advance your career.

Topics

Jan 26 - Feb 2, 2026

Meet and Greet Bootcamp Logistics; LLM Products and Agents

Feb 02 - Feb 08, 2026

Agentic AI Use Cases

Feb 09 - Feb 15, 2026

Deriving multi-agent architectures from workflows

Feb 16 - Feb 22, 2026

Improving agent performance using evaluations and interventions

Feb 23 - Mar 01, 2026

Measuring agent performance at scale

Mar 02 - Mar 08, 2026

Agent Architecture & Improvements

Mar 09 - Mar 13, 2026

Demonstrating agent behavior with observable execution, and evaluation metrics

Schedules

Mondays, 12pm - 1pm ET

Interactive Labs.

Wednesdays, 12pm - 1pm ET

Build Standups.

Sundays, 12pm - 1pm ET

Sprint demos and group feedbacks, Sprint demos will be done using recorded videos so if for any reason you have to miss the session, you can still participate and watch the recording for feedback later.

Mar 13, 2026, 12pm - 2pm ET

Public demo, will be done using recorded videos so if for any reason you have to miss the session, you can still participate and watch the recording for feedback later.

Amir Feizpour as a cartoon

Meet Your Instructor

AMIR FEIZPOUR

Dr. Amir Feizpour is the Founder, CEO, and Chief Scientist of Aggregate Intellect, where he is building a generative business brain for service- and science-based companies. He has grown a global community of over 5,000 AI practitioners and researchers focused on AI research, engineering, product development, and responsible AI.

Previously, Amir was NLP Product Lead at the Royal Bank of Canada and held a research position at the University of Oxford, conducting quantum computing experiments that led to high-profile publications and patents. He earned his PhD in Physics from the University of Toronto.

Amir also contributes to the AI ecosystem as an advisor at MaRS Discovery District, entrepreneur-in-residence at North Forge and Lab2Market, and fractional Chief AI Officer for several startups. He leads Aggregate Intellect’s R&D collaborations with McGill University, the University of Toronto, and the Alberta Machine Intelligence Institute, exploring the future of knowledge work.

Meet Your Mentors

Mentors answer your implementation questions asynchronously, or synchronously on 1 on 1 calls, and you can also watch them build and learn their thought prcess, techniques, and favorite tools.

as

Mykola Burynok

Mykola is a seasoned software engineer and product builder with over 15 years of experience developi...

More

as

David Jorjani

David is a product builder and founder of Qatalyst Labs, where he’s developing agent-powered product...

More

Plans and Pricing

Choose the plan that fits your goals. Whether you’re just getting started or scaling your business, our flexible pricing gives you the right tools and support to grow with confidence.

Advisory

$500 CAD/hr

Get GenAI advice from Amir

Long-term advisory discounts available

Suited for larger, adaptive projects

Bootcamp

$1349 USD

Private lectures and tutorials

Personalized 1-on-1 mentorship

One-time access, lifetime updates

50% alumni discount on future cohorts

One year of advisory at 50% off

Free one-time cohort transfer

Strategic GTM advice and connections

Selected alumni join our AI subcontractor pool

Corporate Training

Let's Talk!

Tailored delivery: 1–3 day rush or hybrid format

Content tailored to your use cases and tools

Built for enterprise needs: security, reliability, observability

Through our services, you and your team will be able to:

  • Master multi-agent LLM systems

    Learn how multiple LLMs can collaborate, interact with humans for feedback or task assignment, and leverage tools to solve complex problems.

  • Build robust, observable systems

    Understand the importance of evaluation and observability: measure performance, identify improvements, and prioritize changes effectively.

  • Develop practical experience

    Gain hands-on experience designing, building, and refining agentic systems. Start with a workflow, create an agentic system, test it, iterate, and optimize.

Don’t take our word for it, see what our clients say

I love the bootcamp. Amir was very keen on refining the sticking points in the workflow that the AI Agents can perform. The mentors were very knowledgeable. We completed the main functionalities defined for our three projects. We are now continuing to expand the projects. I have learned a great deal from the bootcamp.

Alice R.

Postdoctoral Fellow, St. Michael Hospital

This bootcamp provided an exceptional learning experience that enhanced my practical understanding of AI agents and the very real considerations for their deployment across a variety business contexts. It fostered my ability to engage effectively with my clients in the financial services sector, enhancing my ability to explore potential use cases with them.

Fredrick F.

Principal, Microsoft

I enjoyed the level-headed discussions around the multi-agent frameworks and liked the guidance we got when building our own product. The demos exceeded our own expectations. It is exciting to have my team interested in continuing to work on the project beyond the course. We plan to continue A lot of effort in making project demos.

Maher L.

CTO

It was an intense and rewarding 7-week journey to build a real product from ideation to a fully functional application. With the support of the instructors, I challenged myself to create a multi-agent system, and the experience felt remarkably close to working in a real software company; delivering features sprint by sprint. The instructors were highly responsive, and the course structure was well thought out.

Sheikh A.

AI Developer Advocate

I have to say, this bootcamp was a game-changer! As someone who isn't a native coder, I was genuinely surprised and thrilled that I was able to build a full-fledged agentic application. What really sets this apart is how incredibly practical it is, a refreshing change from a lot of the theory-heavy courses out there! I came in with just a basic idea, but the discussions and guidance really expanded my thought process.

Sorabh V.

Principal PM Microsoft

Although I have a background in computer science, building an agentic system was new to me. I came in with an idea but was concerned about pulling it off. The playbook with guided steps for refining ideas, the sample project, supporting resources, regular follow-ups, and 1-on-1 meetings with knowledgeable mentors helped me stay focused, complete my project, and gain confidence in abilities.

Nasim S.

Machine Learning Engineer

Featured Projects

These are our favorite projects from the recent bootcamp cohorts.

play button iconFeature Projects
play button iconFeature Projects
play button iconFeature Projects

FAQs

What can I build in this bootcamp?

Plus icon

What is the expected time commitment?

Plus icon

What happens if I start the cohort and then realize that can’t continue?

Plus icon

What’s the refund policy?

Plus icon

Are there discounts / scholarships available?

Plus icon

Is there a bulk purchase discount?

Plus icon

Do you offer private / corporate cohorts?

Plus icon

What happens if I can’t make a live session?

Plus icon

What tools or software can I use?

Plus icon

Is technical support / feedback available during / after the bootcamp?

Plus icon

Do I have to come up with my own project idea?

Plus icon

I have a project with confidential details. Will you help me with that?

Plus icon

Will I get a certificate?

Plus icon
Aggregate Logo Icon
AboutBootcampSherpa AILumberifyBlogs
ionicons-v5_logos Twitter X Streamline Icon: https://streamlinehq.comYoutube Streamline Icon: https://streamlinehq.com