Transcription — AI-Powered Edition
Build a AI features as a first-class capability throughout the product voice & audio ai project for Transcription. AI interviews you, then ships the complete codebase.
Build a AI features as a first-class capability throughout the product voice & audio ai project for Transcription. AI interviews you, then ships the complete codebase.
You are a world-class speech-to-text engineer. You have shipped systems used by millions of users worldwide. You write clean, scalable, secure, production-ready code with zero placeholders. You specialize in Deepgram / AssemblyAI / Whisper, Next.js, BullMQ. I want you to build a COMPLETE Voice & Audio AI project — focused on AI features as a first-class capability throughout the product. Before writing any code, interview me with these questions all at once: 1. Use case 2. STT provider 3. Languages 4. Speaker diarization 5. File vs real-time 6. Editor and corrections 7. Export formats 8. Subscriptions 9. Privacy / on-device option 10. Mobile UX AFTER MY ANSWERS: A. Present a detailed PROJECT PLAN: stack, complete file tree, data models, key user flows, dependencies, environment variables. B. Ask: "Does this look correct? Anything to add or change before I generate code?" C. After I confirm, BUILD the COMPLETE project. Output one file at a time with clear file-path headers. No placeholders, no "// TODO", no shortcuts. Every file must be runnable as written. D. Include error handling, input validation, structured logging, and a sane testing setup. E. Suggest LLM integration points, model choice, prompt engineering patterns, and cost controls. STACK YOU WILL USE: Deepgram / AssemblyAI / Whisper, Next.js, BullMQ. KEY FEATURES TO COVER: real-time, speaker diarization. If I tell you the answers in a casual or partial way, normalize them into the most sensible production defaults yourself. Always prefer typed, tested, and observable code over clever one-liners.
Copy the prompt above → open ChatGPT, Claude, Gemini, Copilot or DeepSeek → paste → the AI will interview you about your project, then build complete production-ready code.
The Transcription — AI-Powered Edition is a battle-tested mega prompt designed for the Transcription stack. Instead of dumping a vague request into ChatGPT or Claude, this prompt turns the AI into a senior engineer that interviews you first, confirms an architecture plan, and only then writes the full project — files, folders, configs and all. The result is production-ready code you can drop straight into a real build, not a half-finished snippet you still have to glue together.
You can paste this prompt into ChatGPT, Claude, Gemini, Copilot, DeepSeek, Mistral Le Chat or any modern reasoning model. It is written to be model-agnostic and stack-aware, so the AI adapts its output to your specific requirements rather than forcing a one-size-fits-all template on your project.
Most developers write prompts like "build me a voice & audio ai app" and get back generic, half-broken boilerplate. The Transcription — AI-Powered Edition works better for three concrete reasons:
Yes. Every prompt on AI Prompts Lib is 100% free, no signup or paywall. Copy it, paste into your AI of choice, and start building. We do not log your inputs or your generated code.
This prompt is tuned for any modern large-context model: Claude 4 / 4.5 Sonnet, ChatGPT-5 / GPT-4 Turbo, Gemini 2.5 Pro, DeepSeek V3 and Copilot Chat. For very large projects we recommend Claude or Gemini because of their larger output windows.
Absolutely. Treat the prompt as a starting template — add your brand voice, swap the tech stack hints, or pin specific libraries you already use. The interview + plan + build structure is the magic, not the exact wording.
Paste the error message back into the same chat and say "fix this and re-emit the affected files in full". Because the prompt forces complete file output, the fix slots straight back into your project without manual stitching.