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NDC Conferences: Lessons Learned Building the Ultimate AI Bug Reporter - Adam Cogan - NDC Copenhagen 2025

Lessons Learned from Building an AI Bug Reporter

Adam Cogan dives into creating a real-world AI tool that turns messy prototypes into enterprise-ready apps, automatically capturing, transcribing and structuring bug and feature reports. By integrating Azure, Whisper and the ChatGPT API, this system pulls in spoken or written input, clears up ambiguity and assigns actionable backlog items—no more vague specs or context-switching headaches.

Along the way, Adam shares candid insights and hard-earned lessons about integrating AI into dev workflows, from hitting the “MCP world” to avoiding common pitfalls. Walk away with a clear, practical blueprint for kick-starting your own AI-powered development tools.

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