Top engineers at OpenAI, Anthropic, and Google don't prompt like you do.

They use 5 techniques that turn mediocre outputs into production-grade results.

I spent 3 weeks reverse-engineering their methods.

Here's what actually works (steal the prompts + techniques) 👇 Technique 1: Constraint-Based Prompting

Most prompts are too open-ended. Engineers add hard constraints that force the model into a narrower solution space, eliminating 80% of bad outputs before they happen.

Template:

Generate [output] with these non-negotiable constraints:
- Must include: [requirement 1], [requirement 2]
- Must avoid: [restriction 1], [restriction 2]
- Format: [exact structure]
- Length: [specific range]

Example:

Generate a product description for wireless headphones with these constraints:
- Must include: battery life in hours, noise cancellation rating, weight
- Must avoid: marketing fluff, comparisons to competitors, subjective claims
- Format: 3 bullet points followed by 1 sentence summary
- Length: 50-75 words total

Google launched a vibe coding platform that just wiped out most paid app builders.

You can build AI-powered web apps and use them instantly.

No subscriptions, no fee, no paywall.

Here's how to access it 👇 Step 1: Create the app

→ Go to Google AI Studio
→ Open the Web App templates
→ Or paste your own custom prompt

BREAKING: Google Gemini launched a new feature called Guided Learning.

You can now use it to learn literally anything, step by step, like a personal tutor.

Here’s how to access it 👇 How to access Guided Learning

→ Open Google Gemini (web)
→ Start a new conversation
→ Select “Guided learning” from the mode list
→ Ask a question or upload a document to study

That’s it. No setup. No plugins.

🚨BREAKING: ChatGPT can now edit and create videos for free.

You don’t need fancy software anymore.

Here’s how to do it (in 3 simple steps) 👇 Use CapCut in ChatGPT:

With ChatGPT, you can easily create high-performing videos.

Benefit: Save time.

Get started now:

🚨 Researchers at OpenAI, Anthropic, and Google all converged on the same conclusion.

The prompts going viral on Twitter aren’t pushing AI forward at all.

The real gains come from 7 obscure techniques almost nobody uses.

Here’s how the pros actually steer these models 👇 1. Constraint-Stacking Prompts

Experts don’t ask the model to “write better.”

They stack constraints that force higher-order reasoning. The model becomes sharper because it has to satisfy multiple conditions at once.

Example:

“Rewrite this paragraph with
• a grade 5 clarity level
• 2 insights that a senior engineer would respect
• a logical chain with each sentence adding new information
• a single takeaway in the final line”

This forces the model to optimize for clarity, depth, structure, and purpose all at once.

BREAKING: I stopped watching tutorial videos at 1.25x.

ChatGPT now turns YouTube links into step-by-step lessons.

Here are 7 prompts that convert videos into skills 👇 1/ Most tutorials dump information. Skills need structure.

Prompt:
“Watch this YouTube video and extract the exact skill being taught.
Break it into a clear progression:
Beginner → Intermediate → Advanced.
Explain what to practice at each stage.

🚨 Chinese researchers just published a paper that destroys every AI agent startup pitch deck.

It's called ROME + ALE, and it exposes why every "AI agent company" you've heard of is building on quicksand.

Here's what nobody's talking about: The dirty secret of AI agents: Every demo you've seen is basically fraud.

That "autonomous AI employee" your favorite startup showed off? It's 3 ChatGPT calls wrapped in marketing.

Meanwhile, this team built ROME using actual production-grade agent infrastructure.

🚨 BREAKING: Google Research just dropped the textbook killer.

Its called "Learn Your Way" and it uses LearnLM to transform any PDF into 5 personalized learning formats. Students using it scored 78% vs 67% on retention tests.

The education revolution is here. The problem with textbooks? They're one-size-fits-all nightmares.

Google's solution is brilliant: AI reads your interests (sports, music, food) and your grade level, then rewrites every example to match what you actually care about.

Physics becomes relatable. History becomes personal.

Perplexity AI is a free research assistant.

But most academics use it like amateurs.

Here are 10 prompts to get better results (bookmark this for later): 1. Literature Review Builder

Prompt to use:

"Find the most cited articles on [topic]. Summarize their key findings and provide publication details (author, journal, year)."

ChatGPT can replace expensive $20,000 consultants.

Copy and paste these ChatGPT prompts to get consultant-level insights in minutes: 1/ Business Strategy Consultant

“Act as a top-tier management consultant (ex-McKinsey).

Analyze my business:
• Revenue model:
• ICP:
• Growth bottlenecks:
• Competitive landscape:

Give me:

1. The real problem I’m avoiding
2. 3 strategic options with tradeoffs
3. What you’d recommend if your reputation was on the line”

SHOCKING: I stopped taking online courses.

ChatGPT now builds me custom curriculums for anything I want to learn.

Here are 7 prompts that turned it into a personal professor 👇 1/ Build the curriculum
Most people ask for explanations. That’s the mistake.

Prompt:
“Design a 30-day curriculum to master [skill]. Assume I’m starting at [level]. Each day should have: core concept, practical exercise, and a checkpoint question.”

This instantly replaces entire courses.

WARNING: After you use these prompts, you’ll never write the same way again.

This might be the most useful thing I’ve shared all year.

Here are 12 prompts turn any LLM into a full writing studio that works harder than you do: 1/ The “Voice Injection” Prompt

Gets the model to fully absorb your writing style.

“Here are 5 samples of my writing. Extract my tone, pacing, sentence structure, and emotional signatures. Confirm when my ‘voice profile’ is ready.”

This sets the foundation.

I replaced 12 Chrome extensions with one Perplexity workflow.

It summarizes, verifies, cross-checks, and synthesizes on command.

Here’s how to copy the entire setup 👇 1. Instant Summary Mode

Summarize this page in 5 bullets.
Then give me:
• Key Insight
• Hidden detail most readers miss
• What I should do with this info

→ Replaces: TLDR extensions, summary plugins, note-takers.

This is how you get 100% accuracy in Nano Banana Pro image generation.

Use JSON prompts.

Here's how to you can write JSON prompts to get shockingly accurate outputs from Nano Banana Pro easily: Tip 1: Always Define Your Canvas First

The biggest mistake? Not specifying resolution and aspect ratio.

Nano Banana Pro can do 1K, 2K, or 4K. Tell it exactly what you want or you'll get random sizing.

Template Prompt:

{
"scene": "[describe what you want]",
"resolution": "4K",
"aspect_ratio": "16:9",
"style": "[visual style]"
}

--

Example Prompt:

{
"scene": "futuristic AI workspace with holographic screens showing code",
"resolution": "4K",
"aspect_ratio": "16:9",
"style": "cinematic lighting, cyberpunk aesthetic, ultra-detailed"
}

Stop scrolling. I reverse-engineered OpenAI's internal prompting framework.

These 12 prompts can force GPT to think deeper, reason harder, and execute like a programmer:

(Bookmark for later) 1. The impossible cold DM that opens doors

Prompt:

"You are a master closerscript writer. Given target name, role, one sentence on their company, and my one-sentence value proposition, write a 3-line cold DM for LinkedIn that gets a reply. Line 1: attention with unique detail only a researcher would notice. Line 2: one-sentence value proposition tied to their likely metric. Line 3: tiny, zero-commitment ask that implies urgency. Then provide three variations by tone: blunt, curious, and deferential. End with a 2-line follow-up to send if no reply in 48 hours."

10 Tasks that ChatGPT, Claude, and Gemini can automate for you that will save you hours everyday:

(Bookmark this for later) 1/ Writing complete technical docs

Most people use AI for drafting. Wrong approach.

I use it for complete documentation from scratch.

The prompt: "You're writing API documentation for developers. Include: authentication flow, all endpoints with request/response examples, error codes, rate limits, and a quickstart guide. Write for someone who's never used our API."

Gemini crushed this with proper code blocks and realistic examples.

Gemini 3.0 Pro just killed consulting as we know it.

Here are the 3 prompts I use to get McKinsey-grade answers instantly 👇 Let me tell you what McKinsey consultants actually do:

1. Analyze industry trends and competitive dynamics
2. Benchmark companies and products
3. Identify strategic risks and opportunities
4. Package it all in fancy slides and charge 6 figures

But guess what?

AI can now do 90% of that instantly.

Let me show you how:

Researchers at OpenAI, Anthropic, and Google quietly synced on something:

the prompts going viral on Twitter aren’t the ones moving the frontier.

The breakthroughs come from 7 obscure techniques most people have never tried.

If you want to see how the pros are actually steering these models: 1. Constraint-Stacking Prompts

Experts don’t ask the model to “write better.”

They stack constraints that force higher-order reasoning. The model becomes sharper because it has to satisfy multiple conditions at once.

Example:

“Rewrite this paragraph with
• a grade 5 clarity level
• 2 insights that a senior engineer would respect
• a logical chain with each sentence adding new information
• a single takeaway in the final line”

This forces the model to optimize for clarity, depth, structure, and purpose all at once.

10 Powerful Gemini 3.0 prompts that will help you build a million dollar business (steal them): 1. Business Idea Generator

"Suggest 5 business ideas based on my interests: [Your interests]. Make them modern, digital-first, and feasible for a solo founder."

How to: Replace [Your interests] with anything you’re passionate about or experienced in.

THIS IS CRAZY....

I've been using Claude and its a monster when it comes to tasks automation and acting like a real assistant.

Here are 10 prompts I use in Claude to automate my boring tasks:

(Comment "Send" and I'll DM you an automation file too for free) I'm not talking about basic "write me an email" prompts.

These are strategic automation prompts that:

- Build entire marketing systems
- Generate months of content
- Create pricing strategies
- Design growth experiments

Used by 6, 7, and 8-figure entrepreneurs.

STOP PAYING FOR GENERIC COURSES.

You can now use Perplexity AI to learn any skill you want for free.

You can learn copywriting, coding, finance, design anything with a single mega prompt.

Here’s the mega prompt I use for learning anything using Perplexity ↓ Most paid courses just repackage free information.

They teach you surface-level concepts, drag them across 8 hours of video, and charge $300+.

But Perplexity gives you:

• The best explanations in real time
• Sources from the entire web
• A structured learning path built on your needs

You don’t need to buy knowledge anymore.

You can build it (instantly)