Working Notes on Agent Systems/Brad Zhang

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Ecology and Strategy When choosing an open source platform, an enterprise is actually making a strategic

Ecology and Strategy When choosing an open source platform, an enterprise is actually making a strategic investment, and its returns and risks depend not only on technology...

July 28, 2025 · 2 min read

Ecology and Strategy When choosing an open source platform, an enterprise is actually making a strategic investment, and its returns and risks depend not only on technology, but also on ecology. First of all, the community is Dify’s strongest moat. Dify's huge lead in community engagement is its greatest strategic asset. For a business, this translates directly into reduced risk. A large community means more shared knowledge, easier access to developers with relevant experience, and a safety net to keep the project alive if the parent company's strategy shifts. Secondly, this is a real competitive relationship between "large enterprises" and "start-ups". Choosing Coze is a bet on ByteDance’s long-term commitment to these specific open source projects. The benefit is the potential for powerful, enterprise-grade architecture. The risk is that if an open source project doesn't fit its strategic goals, a large company might deprioritize it or even abandon it. With Dify, you're betting on a focused startup whose entire success is tied to this one product. The benefit is focus consistent with the goal. Risk is the inherent vulnerability of any startup. Historically, there are many examples of large companies abandoning open source projects. Conversely, startups can fail or be acquired. As a decision maker, you must weigh these risks. For now, Dify's strong community momentum makes the risk to the startup look lower than the risk of corporate neglect faced by Coze, which currently lacks a strong independent community. In the end, the nuances of your licensing agreement are crucial. Dify's custom license requires more legal scrutiny than Coze's standard Apache 2.0 license. For a large enterprise with a rigorous legal and compliance department, resistance to adopting Dify may be higher simply because of the need to review a non-standard license. A standard, well-known license like Apache 2.0 is usually pre-approved. This means that, despite Dify's technical and community advantages, Coze may have a smoother path to adoption in a highly regulated or process-heavy environment. This is a non-technical, procedural consideration, but one that can be a deal-breaker.

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