Lessons Learned Building the Ultimate AI Bug Reporter

Adam Cogan takes the stage at NDC Copenhagen 2025 to show you how he transformed a messy prototype into a polished, enterprise-ready AI bug reporter. By combining Azure services, Whisper transcription, and the ChatGPT API, this tool automatically captures meetings, transcribes audio, structures the data into clear backlog items, and even assigns tasks—no more vague bug reports or time-killing context switches.

Along the way, Adam shares candid insights from hitting the MCP world, common pitfalls in AI integration, and hard-earned lessons on making your own AI-powered dev tools rock solid. Get ready for a practical, behind-the-scenes look at speeding up feature and bug reporting with minimal friction.

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