Everything Is a Wrapper: Be One Too

From AWS to OpenAI Atlas, everything is a wrapper — learn to build one

THIS WEEK’S STORY

The AI Boom Is Shifting

I found these two charts circling on X and they reveal how fast the AI landscape is changing.

Chart 1: Distribution Wins, Not Just Models

OpenAI still dominates, but its share is shrinking. Not because of better models, but because of better distribution.

Google and Meta are rising simply because they already control where people search, scroll, and click. When Gemini or Llama get good enough, they’ll be in front of billions overnight.

For non-developer AI builders, this is gold.

It means you don’t need to build the best AI model; you just need to build on top of the ones with the biggest reach. Integrate ChatGPT, Gemini, or Claude into tools people already use.

The winners won’t be the ones building new models; they’ll be the ones turning those models into useful products for specific niches.

Chart 2: The Code-Agent Plateau

Traffic to code-generation tools (Cursor, Replit, Bolt, etc.) is sliding. The “AI agent that codes your app for you” dream isn’t delivering. Most of these tools can spin up a demo, but crash into reality when users try to ship real products.

Here’s the truth: you don’t need a coding AI; you need an app-building workflow.

Non-devs who learn to properly “vibe-code” — guiding AI step by step, mixing tools like N8N, MCPs, Cursor, Claude Code, APIs — are quietly shipping apps every week.

The “AI that codes everything for you” trend is fading.
The “AI that helps you build smarter, faster, and cheaper” trend is just getting started.

HEADLINES

AWS Outage (ouch!)

Last Monday, AWS had a DNS meltdown in the us-east-1 region that took half the internet down for almost five hours.

From startups to giants, if you were online, you probably weren’t.

It’s wild when you think about it. Most “tech companies” are really just wrappers around AWS. If Amazon sneezes, the internet catches a cold.

And yet people love to hate on “GPT wrappers.”
Why? The idea is the same… AWS powers the web. AI giants will power intelligence.

We’re simply moving from cloud native to AI native.
Soon every product will be a wrapper of some model, just like every app today is a wrapper of some server.

New AI Web Browser: OpenAI Atlas

After Anthropic launched Comet, OpenAI just joined the browser game with Atlas, their new AI native web browser.

Atlas brings ChatGPT to every page. It does not just summarize or search, it acts.
It can browse automatically, fill out forms, order coffee, or even complete your TSA PreCheck using your saved passwords and preferences.

But here’s the twist.

Atlas is not built from scratch. It is a wrapper of Google Chrome with a ChatGPT brain on top.

See the pattern? Even OpenAI’s newest product is a wrapper.

The future is not about building from zero.
It is about wrapping intelligence around the workflows people already use.

THIS WEEK’S TIP

How to Build a Wrapper That Wins

The next generation of apps will not come from people who can code.
They will come from people who can wrap.

You do not need to build new tech. You just need to spot something annoying, wrap AI around it, and make it work ten times faster.

Here’s how:

  1. Find an annoying workflow
    Look for a process people repeat every day. It could be drafting client emails, summarizing meetings, organizing notes, or filling out forms.
    The more boring it feels, the bigger the opportunity.

  2. Pick a model you trust
    OpenAI is great for general tasks.
    Perplexity shines for web research.
    Claude handles structured reasoning and coding.
    Gemini works best when you need a bigger context window.
    The key is to pick one and master how it responds.

  3. Wrap it with AI
    Ask yourself: “How could AI make this workflow instant or automatic?”
    Then use tools like Make or n8n to create the backend logic.
    Connect APIs, trigger automations, and handle the boring parts so the user never has to.

  4. Create a front end
    Use Next.js for web or React Native with Expo for mobile.
    Open Cursor or Claude Code and guide the AI through building it.
    Feed it the APIs and tool documentation, and when possible, use MCPs so the agent knows exactly what to code and how to connect it all.

  5. Find a WOW moment
    Every viral product has one. It might write something unexpectedly good, automate a painful step, or give feedback that feels personal.
    That single “wow” is what turns users into marketers.

  6. Add a subscription paywall
    Once your wrapper saves real time or creates real value, it is time to charge for it. Keep it simple: monthly or yearly plans with no ads. No noise, just value.

The best AI builders are not developers.
They are problem solvers who understand workflows and can package intelligence into something useful.

Start wrapping!

Ps, if you wanna build an app and don’t know how, reply to this email or book some time with me

QUICK HITS

  • OpenAI Launches Atlas Browser: A ChatGPT-powered browser designed to be the “operating system” of digital life—no ads, no VPNs, just pure AI-driven interaction. (NeuralBuddies)

  • Anthropic Signs Billion-Dollar TPU Deal + Adds Memory: Partners with Google for 1M TPUs by 2026 while introducing Claude’s new “Memory” feature for persistent context. (AGIYes, TechStartups)

  • Meta Restructures for AGI Push: Zuckerberg shifts Meta’s focus to superintelligence, cutting roles and reorganizing AI divisions for faster AGI progress. (JDSupra)

  • 47% Misinformation Rate Found in AI Chatbots: Study across 22 public broadcasters shows AI assistants frequently distort or misreport news content. (DW)

  • AI in Biotech to Triple by 2030: Market set to hit $11.4B as Google unveils DeepSomatic—an open-source AI tool advancing genetic research. (Google Research Blog)

And That is all for this week!

See you next Saturday!

Filippo

Filippo Pietrantonio

Whenever you are ready, here are 3 ways I can help you:

  1. Become a member of the aiOS App builders community: In this group, I share content that you won’t find anywhere else + my bullet-proof workflows to build mobile apps with AI to escape your 9 to 5 and launch your dream app.

  2. Get my mobile app template: Get my boilerplate to start building your iOS + Android app in minutes. Everything is pre-configured to build with AI (Cursor) – no coding needed; check it out HERE.

  3. Get personal help and guidance from me: If you have a great app idea, you are eager to launch (timing is everything!), and you’ve tried different methods but still find yourself stuck with budget constraints… I can help you se yourself free and create what you truly want. Click here and let’s see how we can work together.

Check out my latest app built with AI: Outly Maps - AI Spot Finder