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Agents

Recommended end-to-end agent workflow for defining, running, and consuming Talkform sessions.

Talkform is designed so coding agents can discover and use it cleanly.

Recommended workflow

  1. Read llms.txt
  2. Pull the config schema
  3. Create or edit a form config
  4. Validate it
  5. Launch a session through a configured API deployment or send the user to the hosted UI
  6. Export the AudioformSessionResult
  7. Map the JSON into the product-specific next step

Product boundary

The public hosted production API is not an implied durable backend. Remote session orchestration requires an operator-configured durable store, distributed rate limiter, server authentication, and an explicit result handoff; otherwise agents should use local schema/template tools and the browser UI. The v1 MCP server does not launch or collect browser sessions—it exposes local schemas, templates, and validation only.

Talkform should own:

  • the interview
  • the structured extraction
  • the bound form state
  • the JSON result contract

The product should own:

  • what the fields mean
  • downstream business logic
  • plan generation
  • CRM writes
  • onboarding workflows

Good downstream uses

  • build a learning plan
  • create a CRM lead record
  • generate a kickoff brief
  • file a project intake object
  • score a sales discovery call