Join our Newsletter — 33% off our NHI Course
Home FAQ AI Security What is the difference between the Cathedral and…
AI Security

What is the difference between the Cathedral and Bazaar models in open source development?

← Back to all FAQ
By NHI Mgmt Group Editorial Team Updated September 17, 2026 Domain: AI Security

The Cathedral model keeps code developed between releases restricted to a small group, while the Bazaar model develops code publicly over the internet. The practical difference is how open the collaboration process is and how quickly outside contributors can participate. Both are open source patterns, but they distribute visibility, governance, and community involvement very differently.

What Actually Changes Between Cathedral and Bazaar

The two models differ first in collaboration style, then in governance. Cathedral development keeps most work inside a small core team and releases code in controlled batches, which gives tighter review discipline and a clearer editorial voice. Bazaar development treats the internet as part of the development surface, so contributors can inspect, test, and submit changes continuously, making iteration and feedback much more open.

That difference affects more than pace. Cathedral tends to optimise for coherence, predictability, and central control over quality. Bazaar optimises for distributed problem solving, rapid bug discovery, and broader contributor participation. The practical trade-off is that Bazaar can move faster in many cases, but it depends more heavily on good coordination, issue triage, and trust in the contribution process.

Both models can produce high-quality open source software, but they succeed through different operating assumptions. Cathedral assumes the core maintainers will do most of the integration work and expose the project only when it is ready. Bazaar assumes many eyes can improve the code earlier, and that public discussion and rapid iteration are part of the development mechanism itself.

For a broader open source security lens, the Bazaar model also fits the concerns highlighted by the OpenSSF, because more open contribution flows increase the importance of review, provenance, and release integrity.

Why Governance and Contributor Flow Matter

The most useful way to compare the models is to look at who can change what, when, and under whose review. In Cathedral-style projects, governance is concentrated, so contributor access is gated and the maintainers decide when changes are merged or published. In Bazaar-style projects, governance is still real, but it is exercised through public process, visible discussion, and faster integration of outside input.

That means the distinction is not simply "closed" versus "open source". Both can be open source; the real difference is the degree of public development visibility and the speed at which outside contributors can become part of the working process. A project can publish source code openly and still behave like a Cathedral if integration remains tightly controlled and infrequent.

In modern software supply chain terms, the Bazaar pattern also makes release discipline more important because a more open contribution model widens the number of people, tools, and dependencies that can affect the final artifact. A useful control reference for this is the NIST SSDF (SP 800-218), which reinforces secure development practices regardless of whether a team works in a Cathedral or Bazaar style.

For readers comparing the models in practice, the main question is whether the project benefits more from strict central curation or from distributed review and fast external participation. Projects with high change sensitivity, hard release windows, or regulatory pressure often lean more Cathedral in operation, even when they are open source in license terms.

Practitioner Guidance for Choosing the Right Model

What to prioritise: Choose Cathedral controls when release quality, architectural consistency, or change predictability matter more than open contribution velocity. Choose Bazaar dynamics when contributor scale, transparency, and rapid defect discovery are more valuable than centralised gating.

What to verify: Do not judge the model only by repository visibility. Verify how code is accepted, how reviews are handled, who can merge, and how quickly community input can affect production releases. Those operating details tell you whether the project is truly Cathedral-like or Bazaar-like in practice.

Common mistake: Teams often assume that public code automatically means Bazaar governance. In reality, many projects are public-facing but still run with Cathedral-style control, while some highly distributed communities maintain strong contributor standards and still preserve Bazaar openness.

Practitioner takeaway: The meaningful difference is not openness as a slogan, but openness as an operating model, so assess governance, review flow, and release cadence together before deciding which pattern best describes a project.

Standards & Framework Alignment

This section maps relevant standards and security frameworks to the operational risks and controls described in this guidance.

NIST CSF 2.0, CIS Controls v8 and NIST AI RMF set the governance and control requirements practitioners need to meet.

FrameworkControl / ReferenceRelevance
NIST CSF 2.0GV — GovernGovernance and contributor decision rights shape the model difference.
Recommendation — Define project decision rights, release approval, and accountability under GOVERN.
CIS Controls v816 — Application Software SecurityOpen source development depends on secure contribution and release practices.
Recommendation — Apply secure development practices to review, test, and approve code before release.
NIST AI RMFGOVERN — GovernThe question hinges on governance, transparency, and accountability in development.
Recommendation — Establish governance for public collaboration, review, and release oversight.

Deepen Your Knowledge

Sign up to our weekly newsletter — get 33% off our NHI Foundation Level Course

    NHIMG Editorial Note
    Reviewed and updated by the NHIMG editorial team on September 17, 2026.
    NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org