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Context engineering is the difference between AI agents that hallucinate and AI agents that work in production. Most people building agentic workflows focus on models and prompts and then wonder why their systems dont function the way they need them to. In this video you'll understand why this is a vital process and you'll get a free tool to help you through it. TIMESTAMPS: 00:00 - Why Your AI Hallucinates 03:10 - What Is Context Engineering 06:30 - Step 1: Definition of Done 09:13 - Step 2: Map Your Process 13:32 - Step 3: Organize Context 15:56 - Step 4: Create Prompts 17:15 - Step 5: Assemble Workflow 20:31 - Step 6: Test and Iterate 23:13 - Production Guardrails 25:33 - 6-Step System TLDR 26:31 - Free Tool Walkthrough Download the context builder: https://drive.google.com/drive/folder... -- Work with atomicOps: 🤝 Ready to transform your business? Let's talk: https://bit.ly/3TinLo5 🚀 Join the community → https://bit.ly/4okIaaa 💡 Add me on LinkedIn - / mansel-scheffel [ABOUT ME] If you're new here — I’m Mansel. In 2011, I left South Africa with nothing but a laptop and a digital piano. I taught myself IT, broke into cybersecurity in London, and built two consulting businesses — one in cyber, one in cloud — scaling solo to $52K+/month. Today, I run atomicOps, an AI consultancy based in New York where we help mid-market companies turn AI chaos into scalable systems as a transformation partner. I also help AI Automation Experts escape underpaid gigwork and build $25K+/month businesses using the same frameworks I used to scale mine.