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Gemini CLI in Product Management - Faster Decisions, Better Context

Pragmatic Talks · 2026-02-24 · 42 min

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Episode notes

How can a Product Manager use Gemini CLI in real product work? Check out how AI can be used to manage product context, automate everyday PM tasks, and support better product decisions - without hype or overengineering. In this episode of Pragmatic Talks, Wiktor Żołnowski talks with Dariusz Mozgowoj about applying this approach in real product teams and day-to-day product work. Dariusz walks through his real workflow, showing how he uses Gemini CLI to: - manage and structure product context (vision, strategy, personas, decisions), - avoid common AI mistakes such as overloading the model with too much context, - automate repetitive PM tasks like risk analysis and user story creation,- generate user stories and acceptance criteria faster, then review them instead of writing from scratch, - integrate AI output with existing tools like Jira, - reclaim time for strategic thinking and meaningful conversations with clients and teams. This episode makes it clear that AI does not make product managers obsolete - it makes good product managers more effective when used consciously and pragmatically. Note: this is not an audio-only episode.

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