I use OpenAIs structured outputs to generate bike workouts

Show HN: I use OpenAIs structured outputs to generate bike workouts

I use OpenAIs structured outputs to generate bike workouts is a business in show hn launch.

Profile

I built a cycling workout generator using a two-stage LLM architecture.Stage 1: Draft generator takes user input and creates high-level workout structure with segments Stage 2: Specialist processors (warm-up expert, interval specialist, etc.) convert each segment into precise power targets and timingsKey insights: - LLMs excel at generating structured JSON when you use schemas - Breaking complex tasks into smaller, focused LLM calls works better than monolithic prompts - Each specialist has isolated context, forcing self-contained outputsThe result: "4x4min threshold intervals" becomes exact power zones and durations that sync directly to Wahoo element bike computers.Anyone else finding stru

I use OpenAIs structured outputs to generate bike workouts is positioned in show hn launch, a segment that rewards a clear, focused offering.

The company is listed at the Show HN launch stage of development.

Website: planned-workouts.com