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Dev.to
7/5/2026
[AI in Action] Refining a macOS Meeting Translation App with Claude Code: Auto-reconnect, Floating Captions, and Meeting Minutes Export Evolution

[AI in Action] Refining a macOS Meeting Translation App with Claude Code: Auto-reconnect, Floating Captions, and Meeting Minutes Export Evolution

Short summary

Developer used Claude Code to fix a critical WebSocket timeout bug in a macOS meeting translation app, implementing auto-reconnect with exponential backoff and 30-second keep-alives. Then leveraged Claude's multi-agent workflow to ship floating subtitle windows and automatic transcript export with embedded code review, demonstrating an effective iterative product development pattern.

  • Fixed 10-minute WebSocket disconnection through proactive GoAway detection and exponential backoff reconnection logic
  • Used Claude Code's subagent workflow (Implementer + Reviewer pattern) to ship two major features with built-in quality gates
  • Practical case study of iterative AI-assisted product development with clear debugging and feature design methodology

Generated with AI, which can make mistakes.

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