Build a Recipe Scaling and Kitchen Adaptation Tool for Private Chefs

1. 1

   Shadow the workflow before writing code

   Spend real time with three private chefs from menu planning through service. Note where the math happens, what gets written where, and what went wrong last month. The product is the paper towel replaced; if you cannot name the three most common adaptation failures (overflowed pans, oven bottlenecks, forgotten dietary swaps), keep interviewing.

2. 2

   Build the client kitchen profile as the core object

   Each client gets a profile: oven count and size, cooktop type, key equipment present and absent, pan inventory if the chef wants it, plus dietary restrictions and dislikes. Recipes adapt against the profile, so the same menu renders differently for the house with double ovens and the condo with two induction burners.

3. 3

   Do scaling like a professional, not a calculator

   Linear scaling breaks on spices, leavening, salt, and cook times, and every chef knows it. Scale with category-aware rules, flag the ingredients that need judgment instead of pretending precision, and let chefs correct outputs so their own adjustments become their defaults. Trust comes from the tool knowing what it does not know.

4. 4

   Generate the prep timeline against equipment constraints

   The killer feature is sequencing: given the menu, the headcount, and one small oven, output a workback schedule showing what starts when and what conflicts. This turns the tool from a converter into the chef's day plan, which is what a subscription gets paid for.

5. 5

   Price for working chefs and sell through their communities

   A modest monthly subscription a working chef covers with a fraction of one dinner. Distribution is private chef associations and online communities, culinary school alumni groups, and the agencies that place private chefs; a shareable client menu view doubles as marketing to every dinner guest who asks for the recipe.

6. 6

   Expand along the same chef's business

   Adjacent jobs in the order chefs will ask: shopping lists rolled up across the week's clients, menu proposals with per-head costing, and invoice-ready event summaries. Stay the working tool for cooking in other people's kitchens; the sourcing and quoting side of the trade already has its own tools.

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