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Real LLM integrations, architecture decisions, limits, and lessons.

A visit pipeline from record to saved summary

Article

The Product Was the Pipeline, Not the Record Button

The healthcare app I worked on was a visit: record, transcribe, speaker, transcript, LLM summary, save. The record button was the start of a product sequence, not the product.

1 min readAI

  • AI
  • Flutter
  • API
A transcript feeding an LLM summary step

Article

The LLM Summary Had to Wait for a Transcript

Health summaries ran after transcription, not instead of it. If Flutter asked for a summary too early, the visit drifted from the React app. Order was the product.

1 min readAI

  • AI
  • API
  • Flutter

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