01 PROMPT ENGINEERING

Prompt engineering is already old news. And the people quietly building the real AI products, the ones actually making money, moved on from it a year ago. To this: what the real builders moved to. CONTEXT ENGINEERING. And I need you to actually hear me on something. This is not a little prompt trick. This is the thing. Entire companies built on it. Give me 2 minutes, and you will never look at these AI tools the same way again. 02 PROMPT VS CONTEXT. The whole thing in one line. PROMPT: WHAT YOU ASK. CONTEXT: EVERYTHING IT CAN SEE WHEN IT ANSWERS. The rule that runs all of it: only as smart as what's in front of it. Give it nothing, you get generic mush. Give it the right stuff, your best expert. 02 PROMPT ENGINEERING WAS HUNTING FOR MAGIC WORDS. CONTEXT ENGINEERING IS CONTROLLING WHAT THE AI KNOWS before it says a single thing. That's the entire shift. And before anyone panics: no. This is not coding. If you just heard "code" and tensed up? Relax. You don't type any of this. You just tell it, in plain English, what to go get. 04 A TIP -> PRODUCTS. Context doesn't have to be one thing you paste in once. Assembled live, every message. Built fresh, every single message. Sit with what that means for a second. You can make a thing where every word that the user says becomes new context. That steers the next answer. 05 THE CONVERSATION COMPOUNDS. What they said in turn one shapes turn two. Shapes turn three. You're not writing one clever prompt — a machine that feeds itself the right information on the fly, while the person is still typing. 06 CUSTOMER SUPPORT. Someone writes in: "Where's my order?" A normal bot hands them the same canned garbage it hands everyone. But build it with context — it grabs everything. The real order, #4021. Whole history from your CRM. Every ticket they've ever opened. Wrapped around the question. All of it. That steers the next answer. 07 SUPPORT - WITH CONTEXT. "Where's my order?" "Here is our returns policy." But build it with context — it grabs everything. The real order from Stripe, #4021. Whole history from your CRM. Every ticket they've ever opened. Wrapped around the question. All of it. It feels like it knows her — because now it does. Same AI as the dumb bot. The only thing that changed is what you fed it. Now flip it around. 08 THE CONTEXT MACHINE. Some of the best AI products being built right now are basically nothing but a context-gathering machine with a nice UI on top. Interview coach. You hand it your resume. The job you're going for. Now it interviews you. And every answer you give becomes context. So the next question gets sharper. It digs where you're weak. Circles back on what you fumbled. It adapts to you in real time. That's not a chatbot reading off a script. That's context engineering — with a FACE on it. And you can point that same engine at anything. Coaching. Onboarding. Diagnosis. A sales qualifier. Gather the right context. Aim it. 10 WHAT TO WALK OUT WITH: STOP ASKING "WHAT DO I TYPE?" START ASKING "WHAT DOES IT NEED TO KNOW?" And get that in front of it — automatically. Stop USING AI -> start BUILDING with it. 11 HOW YOU ACTUALLY DO IT. Pass the right context. Wire up where it comes from. Shape the final answer. The exact thing I teach. Step by step. Practical. Nothing skipped. Done playing with prompts? Build the real thing. CHECK MY PROFILE. It's all in there.