Prompt Engineering ❌ alla…

Ippo trending context engineering aanu..

Ella top AI voicesum ippo ithine paati aanu samasarikkunath..

What is Context Engineering?

Why is it important for us?

I'm Alex, Welcome to L8R by Innov8.
Let’s DIVE DEEP 🕵️‍♂️ 👇️ 

In today’s post:

• 🔥 Context Engineering…

• 👀 Other AI Updates

Context Engineering (The Next Big Thing After Prompts)

Imagine ningal oru puzzle solve cheyyuvanu..

pakshe athile pakuthi piecesum missing aanu..

ningal etra intelligent aanelum aa puzzle complete cheyyan pattilla..

athe avastaa aanippo AI kk..

Full context illathe AI kku athinte full kazhivu poratherakkan pattilla..

But Context Engineering solves this..

Top tech leaders like Shopify’s Tobi Lutke and AI expert Andrej Karpathy are saying — "Stop giving AI one-liner prompts and expecting magic.

You need to give AI the full setup — background, clues, and all the tools it needs." That’s what Context Engineering is all about.

📰 What’s New?
“Prompt Engineering” was cool… but it’s not enough.

Now, the real skill is Context Engineering — feeding AI the right mix of examples, tools, background, and chat history so it gets the job done.

🛠️ Think of it as prepping the stage — AI performs better when it has the full script, not just a question.

🚨 Why It Matters

• AI Memory is Huge — Google’s Gemini reads 1 million words!

• Better, Smarter AI — Good context = fewer mistakes.

• Tailored AI for You — Feed your style, rules, data.

• New Skill to Learn — Essential for developers & power users.

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🎯 What’s Coming Next?

Big companies like Google and ChatGPT are working to make AI understand more at one time.
Example: Google’s AI can read full books at once! But only if we give the right information.

Soon:

• You can drop full files into AI, and it will find the answers.

• New jobs may come called "AI Context Designer" — people who set up AI to do work properly.

• Apps and games will use this too.

So, learning Context Engineering now is like learning how to use a phone before everyone else!

🛠️ Simple, Fun Example of Context Engineering

Imagine AI is like your friend helping with a school project. Here’s how it works:

Old Way (Prompt only):
You tell your friend, “Help me with Science homework.”
But your friend doesn’t know what class you’re in, what topic it is, or what your teacher taught. They guess… and get it wrong! 😬

New Way (Context Engineering):
You say:
“Hey AI, I’m in Class 5, we’re learning about the Solar System. Here’s my notes, here’s my book, and I need help with the planet question.”

You also give:
✅ Your class notes
✅ Your book pages
✅ Some old examples your teacher gave
✅ A calculator if it’s a maths question

Now, AI knows everything — like your smart school friend. It gives the perfect answer. ✅

🧠 What You Need to Know

• Just typing one question = Old way

• Giving AI all the clues, examples, tools = Smart new way

• You can try this too, no need to be a tech genius

• Big companies are already doing it

If you want AI to help with homework, games, or work — remember to give it full context, not just one tiny question.

✅ In Easy Words

Prompt Engineering = Smart question
Context Engineering = Full details + examples + tools to help AI

More info = Better answers = Less mistakes = Smarter AI friend!

👀 Other AI Updates

• Google launches Gemini CLI

• HeyGen new Agent

• Higgsfield Soul Model

• DeepMind AlphaGenome

• Anthropic Upgrade Artifacts

• ElevenLabs 11a Voice Assistant

• Flux.1 Kontext Dev Open-Sources

• Google’s On-Device AI Gemma 3n