<ul data-eligibleForWebStory="false"><li>Drowning in work, author decides to build AI PM assistant from scratch.</li><li>Struggles with setup, document ingestion dance, and testing real questions.</li><li>Overcomes challenges with modular architecture, context management, error handling, and bug squashing.</li><li>Prototype validates AI can assist PM work, leading to building a real tool.</li><li>AI development is more about data quality, system integration, and user experience.</li></ul>

From Research Question to Working Prototype: Building an AI PM Assistant from Scratch

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