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Product Manager Builds Game AI Agent, Details Four Critical Bugs

A product manager details their experience building a game AI agent, highlighting four specific bugs encountered during development. These issues included the agent fabricating non-existent items, generating plausible but fake player IDs, misidentifying itself, and providing incorrect jump codes for non-existent activities. The product manager also discusses how these challenges led to a redefinition of their role towards a more hands-on 'Field Development Engineer' position, emphasizing the collapsed gap between idea and production in AI-native stacks. AI

IMPACT Highlights the practical challenges and debugging required when building AI agents, informing operators about potential pitfalls in context management and self-identification.

RANK_REASON The article describes the practical challenges and learnings from building a specific AI application, rather than a new model release or significant industry event.

Read on dev.to — LLM tag →

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  1. dev.to — LLM tag TIER_1 English(EN) · Karinabluu ·

    My Agent Never Said "I Don't Know"

    <p>I'm a product manager. I write specs, run reviews, align stakeholders.</p> <p>Last year I got tired of handing things off and waiting. I picked up vibe coding, designed the knowledge base, wrote the Harness, and shipped a working game AI Agent — with help from the engineers I …