wispr-cost-tuning

Wispr Flow Cost Tuning

Overview

Guidance for cost tuning with Wispr Flow voice-to-text API.

Instructions

Key Wispr Flow Concepts

• WebSocket API: wss://api.wisprflow.ai/api/v1/ws (recommended, low latency)
• REST API: POST /api/v1/transcribe (simpler, higher latency)
• Auth: API key (backend) or access token (client-side)
• Audio format: 16kHz mono PCM preferred
• Context awareness: Understands code, CLI commands, dev jargon
• Platforms: Mac, Windows, iOS, browser API

Error Handling

Error	Cause	Solution
401 Unauthorized	Invalid key	Check at wisprflow.ai/developers
WebSocket closed	Network issue	Reconnect with backoff
Poor accuracy	Wrong context	Set context to 'programming' for code

Resources

• Wispr Flow Developers
• API Docs
• WebSocket Quickstart

Next Steps

See related Wispr Flow skills for more patterns.