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When Vibe Coding Needs a Second Opinion

I needed a quick way to blur student faces in photos, so I vibe coded an app called Secure Obscure. The selection and blurring all happen directly in the browser, so images never leave your device or get uploaded to a website. When you’re working with student photos, that kind of privacy matters.

Secure Obscure
Secure Obscure
FROM TONY VINCENT
apphive.us/obscure

Blur faces or parts of a photo to protect privacy. Images never leave your computer.

Info

I vibe coded my Secure Obscure app with Gemini. My initial prompt was:


I would like to build an HTML app where I upload an image. Then I'm given a lasso tool, circle tool, and rectangle select tool used to blur parts of a photo, mostly faces in a photo. The user can control the level of blur. When done, the photo can be downloaded.


I also used my App-ily Ever After Gemini Gem to brainstorm names for this app. I’ve trained the Gem to suggest playful app names using alliteration, rhymes, portmanteaus, and phrase swaps. After generating several ideas, I landed on a rhyming name.

App-ily Ever After
App-ily Ever After
FROM TONY VINCENT
gemini.google.com

Your app needs the perfect title! With this Gemini Gem, brainstorm clever, delightful, and ridiculous names for your app so your vibe-coding journey ends happily ever after.

Info

Like most vibe coding projects, the Secure Obscure took several rounds of revisions. I hit a wall when Gemini just could not get the blur feature working correctly on my iPhone. We went through about 10 iterations, and the selected parts of the image still wouldn’t blur on mobile devices.


So I copied the HTML code into Claude and explained the issue. Claude reviewed the code, spotted the problem, and fixed it after two more iterations.


That experience reminded me that building with AI is often less about finding the perfect chatbot and more about knowing when to switch tools. One AI helped me name the app. Another helped me debug it. Sometimes the fastest path forward is a second opinion from a different chatbot.


Cartoon of Tony looking at his computer. Word on the picture say, "When vibe coding needs a second opinion"

Teacher Hive
Teacher Hive May 6, 2026

Just Landed

Recently added apps

Pivot Wizard
Pivot Wizard FROM MANDI BUSH
This app helps teachers identify a classroom challenge and choose a practical instructional strategy they can try immediately.
Spelling Safari
Spelling Safari FROM MATUA ANDREW
A Game to practice the Schwa vowel and plural when you drop the f or fe and add ves.
Spell or Fall
Spell or Fall FROM MR. NICK PASCARELLA
Spell or Fall is a fun, school-friendly Hangman alternative! Guess the secret word to save the basket before its balloons pop. Play solo, challenge a friend, or race the clock in Time Attack mode!
Visiblur
Visiblur FROM TONY VINCENT
Add images to a set. Each image starts fully blurred. Click to gradually reveal it. Can your class guess each image before it's fully revealed?
Locker Practice
Locker Practice FROM DAN GALLAGHER
Master 3-digit locker combos with this realistic 3D simulation. Features an integrated dial, custom/random codes, timed practice, and a slow-motion computer preview to help students build speed.

Prompt Like a Teacher for Big Screen Learning

This week I subbed in a fourth grade classroom. The plans had me teaching Bridges Math Unit 7, Module 1, Session 4: Equivalent Fraction Fill. I’ve taught Bridges before, so I know the routine. This lesson uses paper fraction bars and a spinner for a whole-class game.


Instead of juggling all that under a document camera, I asked Google Gemini to turn the paper game into a full-screen digital activity for the classroom touchscreen. I named it Fraction Fill.


Along with the game rules, here are some of the prompts that made a difference:


  1. Design for the big screen → Keep everything on one screen. No scrolling.
  2. Take up the whole display → Include a full screen button.
  3. Add a Start button → Don’t begin or assign teams automatically. Use a big Start button so I can kick things off when I’m ready.
  4. Make turns obvious → Add an arrow above the active team and gray out the other side so everyone can see whose turn it is.
  5. Plan for learning moments → If a fraction is incorrect, don’t cover up what the student entered. Let us see and talk about it.
  6. Include a celebration → Show a message for the winning team and add a glowing border in their color.
  7. Show the board at the end → Keep the final board visible so we can review and discuss.


Fraction Fill
Fraction Fill
FROM TONY VINCENT
apphive.us/fraction-fill

Teams spin a wheel to find and shade equivalent fractions on visual bar models. The catch? Each of the 5 bars can only be used once! The first team to correctly fill all 5 bars wins.

Info

So much of vibe coding is about anticipating actual classroom use. If you picture the lesson playing out, you’ll write better prompts. For Fraction Fill's second game, teams were already strategizing about which fractions were easier to place.


In need of assistance...

My district join a student data privacy consortium this year and we have them vet all of our approved tools to get signed Data Privacy Agreements. I recently submitted GitHub Education as a means to host files to use in Vibe Coding projects. They (GitHub) refused to sign an agreement. Does anyone know of another education platform where files (audio, video, & image) can be stored for free and retrieved in Vibe Coding projects?

Teacher Hive
Teacher Hive Apr 26, 2026

Just Landed

Recently added apps

5th Grade Science Review
5th Grade Science Review FROM TARA MAUNEY
🚀 Forces & Motion 🧊 Matter & Energy 🌦️ Patterns of Weather & Climate 🧬 From Molecules to Organisms 🌳 Chapter 5 — Ecosystems
Pet Finder: Coordinate Quest
Pet Finder: Coordinate Quest FROM CASSIDY ELMER
Pet Finder is a 2-player grid game where students master plotting ordered pairs. One hides pets; the other uses proximity radar to find them, building spatial logic and coordinate fluency.
Student Data Privacy Checker
Student Data Privacy Checker FROM BRIAN BRIGGS
Before you hit "Sign Up with Google," check if that app is actually safe for students. Instant privacy report card for any EdTech tool.
KeyStrike
KeyStrike FROM MR. CHAD BEHNKE
KeyStrike is a neon arcade rhythm game where you tap piano keys to the beat of classic songs. Hit falling notes on the strike line and maintain 70% accuracy to survive infinite rounds!
Textreme 2000
Textreme 2000
Think you can text like an old-timer? Tap number keys to spell words on a retro cell phone. Beat the clock and claim your spot on the leaderboard!

Give Yourself (and Your AI) Some Credit

When you build an app for Teacher Hive, it’s easy to move on as soon as it works. Before you do, add your name somewhere in the app.


I usually include a simple line like:


Developed by Tony Vincent. Coded with Gemini.


I link my name to my website so people have a way to contact me if they have a question, an idea, or even a bug to report.


Even though your app might show your name inside Teacher Hive, every app can also be opened directly using its apphive.us link. That means people can land in your app without ever seeing Teacher Hive, so they won’t see your name unless you’ve built it into the app.


It doesn’t have to be complicated. A small footer on the main screen works. An About page is another easy option. You could also tuck it into a menu, a help section, or a quick splash screen when the app loads.


I also include the AI I used because it reflects how the app was actually made. It’s a simple way to be transparent, especially if students are using what you’ve built.


You vibe coded it, but you still made it, so take credit for your ideas and the experience you created.


Teacher Hive
Teacher Hive Apr 20, 2026

Just Landed

Recently added apps

Ice Cream Math Shop
Ice Cream Math Shop FROM SARA HEINTZELMAN
This app is designed to help first grade students practice adding two digit numbers with regrouping. The support of base ten block visuals is included.
Conflict Compass
Conflict Compass FROM MRSKBULLOCK
Navigate common conflicts children have with responses that are based parent and child experts.
Poo-tential Coordinates
Poo-tential Coordinates FROM BRIAN BRIGGS
Graph paper meets barnyard brawl! Hide 5 cows, then fire a 5-shot volley of coordinates at your rival's pasture. First to stomp in all the poo wins.
5th Grade Volume Practice and Review
5th Grade Volume Practice and Review FROM JAMES ANDREW SHERRILL
A website to help students review Volume. 3 sections going over different ways, and then a practice section, unlocking a level of a block-dropping game.
Tick Tock Time Machine
Tick Tock Time Machine FROM KBMILLER
Practice reading a clock and setting a clock!

You know UI. You just haven't named it yet.

You know that little “Saved!” message that pops up? Or the box that makes you confirm before deleting something? Those have names. Most of us just never learned them.


They’re all part of the user interface, or UI. The pieces of an app that respond when you click, tap, or type. You’ve used them forever. You just haven’t needed to talk about them… until now.


With vibe coding, the words you use matter. If you tell AI “make something pop up,” you’ll get a result, but it might not match what you pictured. When you know the name for it, you can be specific, and the output gets a whole lot better.


That’s why Shana Ramin made UI Elements. It’s a place to click around, see these pieces in action, and finally put names to the things you’ve been using all along.


UI Elements Interactive Gallery
UI Elements Interactive Gallery
FROM SHANA R.
apphive.us/ui-elements

A hands-on space for vibe coders to explore common UI elements like modals, toasts, toggles, tooltips, and accordions. See how each one works and learn how (and why) to use them in your own projects.

Info
Teacher Hive
Teacher Hive Apr 16, 2026

Just Landed

Recently added apps

Kindergarten Minecraft CVC Words
Kindergarten Minecraft CVC Words FROM JAMES ANDREW SHERRILL
An interactive website for CVC words themed after Minecraft.
ACT Connections game
ACT Connections game FROM STEVE CHAPPELL
NYT Connections style vocabulary review. Currently contains 7 rounds of play. Each round has 4 groups of varying difficulty just like the connections game.
Design Boost
Design Boost FROM KATHRYN LASTER
These quick prompts can provide a creative boost to help get unstuck, problem-solve, reframe ideas, or add a bit of play to learning experiences.
2nd Grade Money Lesson
2nd Grade Money Lesson FROM JAMES ANDREW SHERRILL
An interactive website for 2nd grade students to learn money skills following NC standards
Agent Copy-Paste: Secret Missions
Agent Copy-Paste: Secret Missions FROM MR. NICK PASCARELLA
Become a Master Agent in this spy-themed educational game! Complete 20 thrilling missions to learn essential tech skills: Copy, Cut, Paste, and Undo. Beat the traps and earn a PDF certificate!
Teacher Hive
Teacher Hive Apr 14, 2026

Just Landed

Recently added apps

Graph Maker
Graph Maker FROM MR. NICK PASCARELLA
Make math fun with Kids Graph Maker! Elementary students can easily build colorful bar, line, plot, and pie charts. Add data, label your axes, and download your custom graph as a PDF!
Your Adventure Storybook
Your Adventure Storybook FROM BRIAN BRIGGS
An interactive choose-your-own-adventure storybook for kids — personalized with their name & friends, featuring stories on kindness, courage & more. Reads aloud too!
Predictdle
Predictdle FROM SARAH WOOD
A daily AI vocabulary game for educators. Read the scenario, name the concept. Test your AI Literacy one clue at a time.
Cosmic Crunchers (Division)
Cosmic Crunchers (Division) FROM BLAIR DRAXLER
Solve the division fact equations and find all 5 matching answers or equal equations on the board before the viruses get you!
Giovanni's Fact Family Pizza
Giovanni's Fact Family Pizza FROM BRIAN BRIGGS
Step into Giovanni's Pizza Shop! Help fulfill orders by dividing toppings equally. It’s a delicious, interactive way for kids to master multiplication and fact families!

Icons for Your Apps

An icon is like a book cover or movie poster for your app. It shows up small, so keep it simple. Bold, unique, and easy to recognize works best.


When you add an app to Teacher Hive, you can upload a custom square icon. Aim for 512 × 512 pixels. If you skip this step, Teacher Hive creates a simple default icon. You can always update it later.


Your app’s icon appears in several places:


  1. Teacher Hive website
  2. Browser tab (favicon)
  3. Social media previews
  4. Phone or tablet Home Screen


Try adding your app to your device’s Home Screen. It’s pretty satisfying to see it alongside your other apps.


Add your app to an iPhone or iPad Home Screen:


  1. Open your app in Safari
  2. Tap Share
  3. Tap Add to Home Screen
  4. Tap Add

Teacher Hive
Teacher Hive Apr 9, 2026

Just Landed

Recently added apps

Cosmic Crunchers (Multiplication)
Cosmic Crunchers (Multiplication) FROM BLAIR DRAXLER
Solve the multiplication fact equations and find all 5 matching answers or equal equations on the board before the viruses get you!
Global Pursuit
Global Pursuit FROM BLAIR DRAXLER
Travel the world in pursuit of thieves who are stealing items from around the world. Test your geography knowledge skills and catch the thief within 6 days!
Life and Cents
Life and Cents FROM MR. NICK PASCARELLA
Step into the real world with Life & Cents! Choose a career, manage your monthly budget, build your credit score, and tackle unexpected expenses in this fun 2-year financial simulator.
Fraction Pizzeria
Fraction Pizzeria FROM MR. NICK PASCARELLA
Master fractions by running your own pizzeria! Cut pizzas into the right slices, add toppings, and serve happy customers to earn coins and buy fun upgrades. A tasty math game
The Dad Joke Machine
The Dad Joke Machine FROM BRIAN BRIGGS
The only machine that runs on bad puns and dad pride. Warning: side effects may include eye rolls, reluctant laughter, and an uncontrollable urge to tell your kids.

Generate an Icon That Matches Your App

You can upload a custom icon for each app you add to Teacher Hive.


Chad Behnke shared a prompt he uses to generate app icons with Gemini. His structure is simple, so just swap in your own details where indicated in bold.


Below is the code for an app that AI coded for me called [Name], designed to [purpose]. Can you make a profile picture for it?
Paste your code here.


Thanks for the tip, Chad! Head over to his profile to see his app icons in action, and give him a follow.

Mr. Chad Behnke

G8 math teacher | M.S. Ed. Educational Design and Technology | G8 math teacher | Aspiring EdTech Coach | L1 & L2 Google & Gemini Certified Educator | he/him/his |

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What do you wish you knew earlier about vibe coding?

Building an app by describing it to AI and having it generate the code is pretty amazing. This approach, often called vibe coding, is all about having ideas, communicating them clearly, and iterating.


It’s also a learning process. I’m constantly discovering new strategies through trial and error, experimentation, and curiosity.


If you’ve been building apps with AI, what’s something you wish you had known sooner in your vibe-coding journey?

Teacher Hive
Teacher Hive Apr 3, 2026

Just Landed

Recently added apps

Rock Cycle
Rock Cycle FROM JAMES ANDREW SHERRILL
An Interactive Rock Cycle Website for 4th Grade
Alliteration Station
Alliteration Station FROM BRIAN BRIGGS
Step right up! Type your name and let AI turn you into something completely unexpected. Pixar hero? Disco legend? Newspaper scandal? It's different every time — and it all starts with your lunch.
Password Vault
Password Vault FROM BRIAN BRIGGS
Students crack a vault by building stronger passwords level by level. No login, no setup — just open and play. Perfect for Digital Citizenship day.
Global Trade Simulation
Global Trade Simulation FROM BLAIR DRAXLER
Welcome to the Global Trade Simulation! You'll experience what it's like to be different countries trading resources with each other. Designed to be played on a Smartboard led by a teacher!
Lemonade Stand
Lemonade Stand FROM BLAIR DRAXLER
Run a successful lemonade stand and learn about supply, demand, and profit margins!
AI Detective
AI Detective FROM STEVE CHAPPELL
Students investigate 6 scenarios and determine how to safely use AI.
Teacher Hive
Teacher Hive Mar 31, 2026

Just Landed

Recently added apps

Main Frame Escape Rooms
Main Frame Escape Rooms FROM MR. NICK PASCARELLA
Master cybersecurity in this high-stakes retro terminal escape room! Race the system clock to defeat firewalls by spotting phishing scams, building strong passwords, and stopping social engineering
Digital Citizenship Power-Up Shop
Digital Citizenship Power-Up Shop FROM MR. GALLAGHER
Power-Up Shop uses Digital Citizenship Vocabulary* to review for understanding. The check goes to Gemini** for verification & if correct, credits awarded. The shop offers redeemable class rewards.
Flow Writer
Flow Writer FROM MR. NICK PASCARELLA
Conquer the blank page with Flow Writer! Spin the wheel for a fun, grade-leveled prompt, set a timer, and start typing. Don't stop—if you pause for too long, your words disappear! Survive and export.
Which One Are You Today?
Which One Are You Today? FROM SHANA RAMIN
A fun classroom check-in tool with 30+ themed categories, a live tally, and fullscreen smartboard mode — plus the ability to create and save your own.
Password Palooza
Password Palooza FROM MR. NICK PASCARELLA
Master cybersecurity in Password Palooza! Crack weak passwords in the 10-stage Detective Mode, or tackle the absurd, rule-stacking challenges of Builder Mode. Fun, safe, and highly educational!

Follow Teachers. See What They Build.

You can follow other teachers on Teacher Hive!


Find teachers to follow a few different ways:

  1. Look for the Featured Teachers section on the Teacher Hive home page. Each has a follow button.
  2. Click the teacher's name on an app you like to view their profile. Profiles have a Follow button.
  3. Go to the Search page, choose the Teacher tab, and search for teachers by keyword or grade level. Each result has a Follow button.


When you follow a teacher, you’ll get a notification on your Buzz page when they publish a new app.


Follow a few teachers and keep up with what they share!

Quick Image Hosting for Your Apps

Images need to be hosted somewhere so your app can use them. GitHub is one option, but uploading files and getting the URL can be confusing. That’s why I made Gitty Up.


When you're building with AI, you often need to provide a direct URL to an image. The AI uses that link to display icons, backgrounds, and other visuals in your app. Gitty Up simplifies this. Add your GitHub token, drag in an image, and instantly get a ready-to-use URL.


This is especially helpful when you want custom icons, buttons, backgrounds, or illustrations. Upload the image, grab the link, and paste it into your prompt. No digging through GitHub or figuring out file paths!

Gitty Up
Gitty Up
FROM TONY VINCENT
apphive.us/gittyup

Connect your GitHub account, upload an audio or image file, and instantly get a link you can use in your vibe-coded app.

Info

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The Buzz is where you'll find Teacher Hive announcements, how-tos, and inspiration. It’s also where you can keep up with teachers you follow and see when they add new apps.


Discover new apps, get tips, and follow educators whose creations you enjoy.


When there’s something new, you’ll see a purple dot on your profile picture at the top of Teacher Hive.


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