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PROGRAM UPDATE — LIVE COHORTS CLOSED All live cohorts are officially closed. November 2026 is my final live cohort, and enrolment is already closed. I will not be opening any more live cohorts. I’m introducing the FDE + Agentic Engineering Program: an annual community membership starting at ₹24,000 + GST. Your annual pass includes: • Recordings from all three cohorts • A structured learning route • Access to me through the community • One live group Q&A each month • A detailed write-up of a production-grade project every two months This is a community membership with recordings and a monthly Q&A, rather than a new live teaching cohort. We will welcome up to 50 new members per month. Invitations for the first 50 seats will be emailed in January 2027. Join the waitlist with your name, LinkedIn profile, phone number, and email address to receive a broadcast notification when monthly applications open. Join the waitlist: https://forms.gle/WzPF6T7mRLK1LtVm8 ——— Most people learning AI agents today are wasting their time. They drag nodes in n8n, connect Gmail to an LLM, and call themselves AI engineers - but that's not real AI agent engineering. In this video, I break down what actually goes into building production-grade AI agents based on my experience running SecondBrainLabs, where we've spent $100K+ building real agentic infrastructure for enterprise clients. You'll learn: Why most AI agent tutorials on YouTube are misleading How to decompose real business workflows into agent architectures When to use LLMs vs deterministic ML vs simple rule-based logic The 5 disciplines that separate toy agents from production systems: evaluation, failure modes, human-in-the-loop, memory & feedback loops, and monitoring Why tools are easy — judgment, architecture, and taste are the real skills If you're a developer, ML engineer, or serious about building AI agents that actually work in production, this video will save you months of wasted learning. The first 200 people who watch the COMPLETE video get access to a private community where I'll be sharing additional resources, templates, and everything you need to actually complete this roadmap Fill this with proof that you've watched the whole video - https://forms.gle/2opJL75WMMotDeof8 BONUS – Ayush has been talking to his US clients lately and realised almost everyone in India is applying for remote jobs the wrong way. He put together a 'US Remote Playbook' on how to land $60k-$100k roles by reaching founders directly. Here’s the playbook https://youtu.be/C0kwzP6Gt-4 I'll be angry with you if you try to sell my free resources for your own BENEFIT. 🌟 Connect with me on social media 🌟 Join official community - https://whatsapp.com/channel/0029VbCY2jZ59PwXVSI64i2Z Instagram: https://www.instagram.com/ai.ayush_singh/ LinkedIn: https://www.linkedin.com/in/ayush-singh488/ Free Stuff: antern.co #AIAgents, #AgenticAI, #AIEngineering, #MLOps, #ProductionAI, #n8n, #LangChain, #AIAgentTutorial, #BuildAIAgents, #AIAgentArchitecture, #MachineLearning, #LLMEngineering, #AIForDevelopers, #ArtificialIntelligence, #AIEngineer, #MLEngineer, #AIAutomation, #AIInfrastructure, #AICourse, #LearnAI

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