Tag Archives: OpenAI API

🚫 Don’t overReact: LittleBit Tells Dad Jokes

2 Jul

🧠 Personal Templates, Weather Intelligence & Our First AI Connection

Today marked another milestone in the LittleBit journey — our first local prototype using React + ChatGPT, a working design system for personalized documents and diagrams, and a successful test of weather-based user prompts. But more importantly, we laid the foundation for custom user CSSmulti-modal integrations, and future data services that will power LB’s next sprint.


🎨 Personal CSS: A New Layer of Personalization

One of LittleBit’s key innovations is its ability to tailor outputs like Word docs or PowerPoint slides based on each user’s environment. This morning, we introduced:

  • 🖥️ Operating system awareness (Mac, Windows, etc.)
  • 📦 App version handling (e.g. PowerPoint 365 vs. Keynote)
  • 🎨 Styling preferences (LB’s Carolina Blue for now since I’m the only user, centered text, no white fonts, etc.)

We call this the Personal CSS microservice — and it allows LB to produce formatted diagrams and documents that look right, feel familiar, and require no user tweaks.

We used it today to regenerate:

  • 🧭 Architecture Diagram
  • 🌅 Morning Chat Journey (see preview below)
  • 📱 Multi-Device Flow

Each now follows our custom theme and renders beautifully on the MacBook (finally!).


⚙️ The First Working Prototype (React + Vite)

We launched our first working version of a local app that connects a UI button to ChatGPT. That might sound simple, but it represents the first live spark in the LB system.

Here’s what we did:

  1. 🧱 Installed Node.js + NPM: Tools that let us run JavaScript outside the browser and install packages.
  2. ⚡ Used Vite to scaffold a React project:
    • npm create vite@latest littlebit-ui –template react
    • cd littlebit-ui
    • npm install
    • npm run dev
  3. 🔐 Configured the .env file with our OpenAI API key.
  4. 😤 Hit a 429 Error despite a paid ChatGPT Plus plan.
    • Surprise: the $19.99 plan doesn’t cover developer APIs.
    • We added $10 of usage-based credit to fix it and cover testing — just like we had to do for the WordPress automation last week.

🌤️ “What’s the weather in Charlotte?”

With the ChatGPT connection working, we tested a sample user query — and were met with a chuckle-worthy 429 block. Still, it prompted us to add weather integration to our core feature list. Because what’s more personal than the weather?

Future versions of LB will include:

  • 🌦️ Weather data tailored to tone and time of day
  • 🍽️ Restaurant reservations via OpenTable or Resy
  • 📆 Calendar events from Outlook or Google
  • 💬 Mood-based response tuning

These integrations will help LB feel helpful in the moment, not just knowledgeable.


💻 Performance Note: Mac Running Hot?

During testing, the Mac slowed down noticeably while the dev server was active. Vite is fast, but hot module reloading and file watching can spike memory.

🧯 Pro tip: Close unused apps, stop the Vite server (Ctrl + C) when idle, and reboot if needed.


🐙 GitHub Ready for Action

We also set up our GitHub account this morning to start tracking project code, architecture diagrams, and component builds.

Starting tomorrow, we’ll begin the first integration sprint, laying the code structure to support:

  • 📡 External API connectors
  • 🔒 Microservices (CSS, tone tracking, personalization)
  • 📊 Interaction logging for mood, tone, pacing

Expect our first public repo link soon for the open-source effort.


🛠️ Key Features & Learnings

We’re building:

  • 🧠 A fully personalized experience based on OS, tone, and preferences
  • 💬 A working UI app with ChatGPT integration
  • 💰 A secure, budget-aware usage model for API calls
  • 🧩 A microservices-first foundation that will scale to mobile, TV, and tablet

📅 Coming Tomorrow

We’ll start mapping the first integration sprint in GitHub, clean up some of today’s diagrams, and expand the prototype into a usable conversation shell.

We’ll also begin logging:

  • Session tone
  • Interrupt counts
  • Average response length
  • Follow-up request patterns

Jason Darwin
Creator of LittleBit

P.S. 
And yes… LittleBit is already getting to know me a little bit — it told my favorite dad joke of all time in our first interaction:

“Why did the scarecrow win an award?”
Because he was outstanding in his field.