Extend Sapat Providers in Daytona

authors/jean_claude_joanna.md

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+Author: Jean-Claude Joanna Title: Technical Writer and AI Engineer Description:
+I write practical AI engineering guides grounded in real repository behavior,
+local validation, and reproducible workflows. My work focuses on making small
+tool integrations easier to inspect, test, and maintain. Author Image:
+<https://github.com/jjoanna2-debug.png> Author LinkedIn: Author Twitter: Company
+Name: Independent Company Description: Independent AI engineering and technical
+writing work. Company Logo Dark: Company Logo White:

definitions/20260511_definition_transcription_provider_adapter.md

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+---
+title: 'Transcription Provider Adapter'
+description:
+  'A small integration layer that connects one speech-to-text provider to a
+  common transcription workflow.'
+date: 2026-05-11
+author: 'Jean-Claude Joanna'
+---
+
+# Transcription Provider Adapter
+
+## Definition
+
+A transcription provider adapter is a small integration layer that lets a
+speech-to-text service fit into a shared transcription workflow.
+
+## Context and Usage
+
+In a tool like Sapat, the adapter hides provider-specific details such as API
+keys, upload endpoints, polling, response formats, and error handling. The rest
+of the application can keep using the same CLI option, file conversion flow, and
+transcript output behavior even when a new provider is added.