Finding
The website is the public presentation layer, but its README and GitHub description do not state a maturity/support classification. More importantly, the live site’s service and project claims can easily become stronger than the evidence in evolving repositories.
The accepted portfolio hierarchy is:
- aibox and processkit as primary technical anchors;
- ai-market-research as applied decision-support evidence;
- kubeclaw as an explicit prototype/learning narrative;
- Kaits only after stronger reproducible proof;
- brand and website as supporting assets;
- ainfra-templates omitted from promotion while implementation is only starting.
Evidence inspected 2026-07-26:
Proposed change
- Label this repository Supporting asset — maintained.
- Audit every site claim about services, products, security, maturity, clients, scale, and project capabilities against current public evidence.
- Add a project/ecosystem presentation that uses the shared maturity vocabulary and links directly to each project’s proof and limitations.
- Present Bernhard Gerlach’s operations, transformation, and technical-program experience as the through-line; describe software repositories as evidence of translating operating models into technical mechanisms.
- Keep KubeClaw visibly prototype-labelled; do not feature Kaits or ainfra-templates as substantive offerings until their own evidence gates are met.
- Add a documented content-review checklist and dated evidence-source map for future updates.
- Keep company positioning and Bernhard’s personal/LinkedIn identity related but distinct.
Acceptance criteria
Legal, privacy, and security
Maintain asset provenance and privacy/data-handling requirements from closed issue #1. Personal and consulting claims require Bernhard’s explicit review.
Ownership and dependencies
Owned by website. Coordinate visual vocabulary with brand and factual maturity with each project’s README; repository evidence wins when descriptions conflict.
Finding
The website is the public presentation layer, but its README and GitHub description do not state a maturity/support classification. More importantly, the live site’s service and project claims can easily become stronger than the evidence in evolving repositories.
The accepted portfolio hierarchy is:
Evidence inspected 2026-07-26:
Proposed change
Acceptance criteria
Legal, privacy, and security
Maintain asset provenance and privacy/data-handling requirements from closed issue #1. Personal and consulting claims require Bernhard’s explicit review.
Ownership and dependencies
Owned by website. Coordinate visual vocabulary with brand and factual maturity with each project’s README; repository evidence wins when descriptions conflict.