Live in production

A nutrition concierge with zero API costs.

MakanSihat is a state-machine chat concierge: Asian-guideline BMI, three meal-plan tiers, and food swaps, all hardcoded logic. Proof that a useful assistant does not always need an LLM bill.

MakanSihat live site screenshot

The problem, before the system.

Health tools with live AI backends carry recurring costs that kill small projects.

Generic BMI tools use Western guidelines that misread Asian health risk.

Meal plans fail when they ignore what Malaysians actually eat.

The system, end to end.

State-machine chat

A scripted conversation that feels assistant-like while running entirely client-side.

Asian-guideline BMI

Risk categories calibrated to Asian guidelines, not borrowed Western cutoffs.

Malaysian meal plans

Three tiers with swap-able local alternatives, nasi included.

Assistant experience, zero running costs.

MakanSihat · own build, live
Stack
State-machine chatClient-side logicBilingual prompts

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