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Improvement

Session-Based Insight Promotion

Insights now promote based on positive signals from multiple distinct sessions, ensuring quality whether you're a solo developer or a full team.

Insight promotion is now driven entirely by session diversity. An insight stays in draft until it receives 3 or more positive signals from at least 2 distinct sessions — regardless of your tier or team size. For solo developers, this means an insight deposited in one coding session promotes once it proves useful in subsequent sessions. For teams, different developers' sessions naturally satisfy the threshold. Dashboard votes also count as their own distinct session, so reviewing and upvoting insights from the web UI contributes toward promotion alongside MCP usage.