Infrastructure, not a product.
Some things are maintained rather than sold: time standards, road surfaces, certificate authorities, seed banks. Not to replace the commercial version, but because a functioning society needs a baseline that does not depend on anyone's quarter.
Capable AI has arrived at that threshold. homespun is a model, a corpus, a build and a verifier, shaped to be held as a public good rather than shipped as a product.
What is actually being maintained
Infrastructure is specific, or it is a metaphor.
Inputs, pinned
Outputs, hashed
A checkpoint on its own is not infrastructure; it is an artefact that happens to be downloadable. What makes this maintainable by someone other than its authors is that the inputs are pinned and the outputs are hashed, so the thing can be rebuilt, audited, forked and handed on.
Why the institutional shape matters
A company that publishes a model has a reason to hold something back: the corpus is the moat, the evaluation is the marketing, and the weights are the product. None of those incentives are dishonest, and all of them argue against publishing the one thing that would let you check the claims.
An organisation whose mission is the artefact itself has the opposite incentives. There is no reason to withhold the corpus, no advantage in an unreproducible evaluation, and a positive obligation to make the thing outlive its funding. That is the shape this work should sit in, and it is why the pipeline is built to be run by people who are not us.
It also changes the failure mode. A product that stops being commercially interesting disappears. Infrastructure that stops being commercially interesting gets maintained anyway, by whoever still needs it — provided they were given everything required to do so.
Who can run it themselves
The build needs a conformant Kubernetes cluster and nothing else: no operators, no custom resources, no private registry, no vendor account. Four public upstream images pinned by digest, and every line of project-specific code shipped as configuration data.
That is deliberate, and it is what makes sovereignty a practical claim rather than a rhetorical one. A health system, a ministry, a university or a library consortium can run the same build on its own hardware, in its own jurisdiction, and verify that what it produced matches what was published — without asking permission and without a support contract.
$ kubectl apply -k homespun/k8s/overlays/smoke-cpu That runs the entire build on any cluster, with no GPU and no credentials, in minutes. It has been run end to end. Nothing at a useful model size has been trained yet — what this is not, and how to run the rest.