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Voice-first agents

FlowWriter

Voice conversations turned into structured writing outputs.

A Socratic ideation tool that uses voice-first conversation loops and LLM agents to produce blogs, tweets, SCAMPER explorations, and product notes.

Live project available.

Visual model

Workflow map

01Voice input
02Socratic loop
03LLM agent pass
04Structured outputs

Problem

Most writing tools begin after the idea is already clear. FlowWriter focuses on the messy front of the process, where the user needs a thinking partner before they need a blank editor.

What I built

Built a voice-first workflow that asks Socratic questions, keeps the ideation thread moving, and converts the conversation into formats such as blogs, tweets, SCAMPER explorations, and product notes.

What was hard

The main challenge was productizing the conversation loop so it helped users think without collapsing into generic assistant chat or unstructured transcripts.

Result

The system turns spoken ideation into draftable artifacts, giving users a practical bridge from conversation to written output.

What I would improve next

Restore the public demo route, tighten output templates, and add stronger workspace history for repeated ideation sessions.