GDG Coding Jams
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Track 04

FridgeChef

Type what's in your fridge → one recipe (with food photo).

✅ Drop-in friendly2-hour jamShips in 45 min
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The demo

What it looks like when it’s working

In the room · 45 minutes

What you’ll build

One text box: 'what's in your fridge?' One button. AI returns one recipe — title, ingredients, steps — plus an AI-generated photo of the dish.

The moment it clicks

It actually used my random ingredients. And the photo looks like food.

Things to think about

While you build

  • One recipe back, not three. The constraint is the whole point — you're not building a meal planner today.
  • Don't skip the dish photo because text feels safer. The image is what makes the result feel real.
  • The AI's culinary voice IS the personality. Is your chef a strict budget planner, a supportive grandma, or a Michelin-starred chef? Pick one and write the prompt for it.
  • Resist adding pantry / dietary / budget filters. Those are the polished version — every one of them is its own rabbit hole.
The 2-hour Jam rhythm

How the night flows

Every Coding Jam follows the same five-phase shape. Talking is short, building is long.

  1. 0:00 – 0:05
    Intro

    Welcome, name tags, snacks within reach. The facilitator sets the tone: low pressure, high creativity, ship something messy.

  2. 0:05 – 0:15
    The Demo

    Facilitator demos the polished version of tonight's project. Live or pre-recorded. The message: this is what's possible.

  3. 0:15 – 0:25
    Spec Talk

    Walk the 5 questions on the projector. The output is a one-page PRD that Antigravity will turn into UI + engineering docs.

  4. 0:25 – 1:30
    Build (codelab)

    Participants run the codelab. Antigravity writes the code; they direct it. Six phases inside this hour: Setup → Plan → Review → Build → API → Verify. Fix the doc, not the code.

  5. 1:30 – 2:00
    Sharing

    Three volunteer screen-shares. Celebrate the messy, brilliant, half-finished prototypes. Quick wrap-up. Tease the next jam.

Polished version pulls in

Where to take it after the jam

The 45-minute build is the win in the room. These are the ideas you can pull in over the next week — your homework isn’t homework, it’s the polished version.

  • Mode picker (quick / grandma / budget / healthy / fancy)
  • Local grocery store integration
  • Shopping list generator
  • Dietary preferences
  • Family meal planner
  • Photo input — show your fridge instead of typing
  • Save & share recipe gallery
If you get stuck

Open one of these in the starter — safety nets, not requirements.

  • context/image-gen-food.md
From the community

Builds shipped from this track

All builds from this track →
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Track 04GDG Austin
What's-In-There
T
Tyler Brooks

Typed: tortillas, eggs, salsa, half an avocado. It came back with a breakfast plate I actually made. Photo and all.

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