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05 · Health & fitness

Beans.

Food and macros, with a coach that knows you.

Beans is the food tracker MyFitnessPal would be if it started in 2025. Log a meal in seconds — by photo, by description, by past habit — and a built-in AI coach reads the week, not just the day. Less guilt math, more useful nudges.

iOS/ 2025
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In motion

See every part working.

Five of Beans' core moves, caught in the act — logging a meal, scanning a barcode, the AI coach, your trends and your body.

Log in seconds

Log a meal any way you like.

  • Snap a photo of your plate — Claude reads the calories and macros straight off it.
  • No photo? Just describe what you ate in plain English.
  • Works on anything, from a home-cooked dinner to a packet snack.
Packaged stuff

Scan the barcode, done.

  • Point your camera at any barcode for instant nutrition.
  • Pulls the full macro breakdown automatically.
  • Quick-add the foods you reach for most.
A coach that reads the week

An AI coach, not just a calorie counter.

  • Ask it anything — “what should I eat for dinner?” — and it answers in context.
  • Reads the whole day, not one meal in isolation.
  • Closes out your day with an honest assessment of where you landed.
The long game

See the trend, not just today.

  • Calories and macros tracked against your adjusted target every day.
  • Steps and workouts pulled in from Apple Health.
  • Spot the patterns a single day never shows.
Progress that sticks

Watch the needle actually move.

  • Log weight and waist in a tap.
  • A projection shows when you'll hit your goal at your current pace.
  • Weight and waist trends, charted over weeks.
What it does

Macros without the misery.

Beans makes logging fast and the feedback actually useful — the bit most trackers get backwards.

01

Log a meal three ways

Snap a photo, type a description, or scan a barcode. Claude reads it and fills in the calories and macros for you.

02

It knows your week

Pulls your steps and workouts from Apple Health, adjusts your targets to match, and an AI coach reads the trend across days — not just today.

03

The 2025 MyFitnessPal

Everything the old trackers do, without the clutter they were built around.

Built with Claude

Build it on your own key.

Buy the guide once and you get the build, the prompts and the working code — ready to run on your own Anthropic API key. Beans isn't a subscription; it's yours to keep and extend.

Step 01

The prompts

The exact prompts that took Beans from idea to working app, annotated so you can follow the reasoning at each step.

Step 02

The code

The full, working build — run it as-is, or fork it to fit the way you work.

Step 03

Your API key

Wire it to your own Anthropic key and it's yours to run and extend. No subscription, no lock-in.

Make Beans
your own.

Get the full guide and working code for £15 — one purchase, yours to keep and run on your own Anthropic key.

Get the guide →