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I built a BYOK AI calorie tracker because food logging is...
Apoorv Darsh · 2026-05-09 · via DEV Community
Cover image for I built a BYOK AI calorie tracker because food logging is still too slow

Apoorv Darshan

Most calorie trackers work, but logging food still feels like friction. You either search manually, guess portions, scan labels, or spend too much time fixing entries.

I built Fud AI to make that flow faster.

Fud AI can log meals from photos, nutrition labels, text, and voice. It uses AI to turn messy input into structured food data: calories, macros, grams, and editable serving units.

The part I care about most is BYOK. You can bring your own Gemini, OpenAI, OpenRouter, Anthropic, or compatible API key and use the app without being locked into a hosted AI subscription. For non-
technical users, there is also Fud AI Plus, which removes the API key setup.

A few things it supports:

  • Photo food logging
  • Nutrition label scanning
  • Text and voice meal logging
  • Smart units like slices, pieces, cups, and ml
  • Grams as the editable source of truth
  • Apple Health sync
  • Macro tracking
  • AI Coach
  • Food log sorting
  • Custom themes

The goal is simple: make calorie tracking fast enough that people actually keep doing it.

App Store: https://apps.apple.com/us/app/fud-ai-calorie-tracker/id6758935726
Website: https://fud-ai.app
GitHub: https://github.com/apoorvdarshan/fud-ai