Strategic Release and Co-creation: Empirical Insights for Managing Open-Source Software

Open source projects involve two strategic decisions: when to release new versions, and how actively to engage community contributors. Both compete for the same scarce team resources. This study examines how core teams jointly manage these decisions over time using detailed data from GitHub. We find that both release and co-creation positively influence community interest, but the relative emphasis placed on them depends on a project’s operational conditions and cost structure, with team capacity playing a particularly important role in enabling co-creation. Projects that push either activity beyond what their team can sustain face diminishing rather than increasing returns. The adoption of AI and automation tools may reshape how these trade-offs play out. The effects depend critically on which channel dominates: when AI expands internal team capacity, both release and co-creation activity increase; when AI primarily attracts more outside contributors, co-creation rises but release frequency does not. This contrast reflects a key asymmetry: AI tools reduce the cost of generating contributions far more than the cost of reviewing them, making internal capacity a prerequisite for translating participation into broader project gains.