AI accelerates. Humans remain accountable.
These are the working rules the system is built on. They are operational constraints we hold ourselves to, not certifications, guarantees of safety or security, or blanket compliance claims.
The ten operating principles
- 01
Founder authority
The founder decides. Scope, architecture, deployment, and public claims are approved by a person who is accountable for them, and that authority is not delegated to a model.
- 02
Specialized responsibilities
Strategy, architecture, implementation, review, and documentation are distinct responsibilities with distinct boundaries. One general-purpose assistant doing all of them is how quality quietly disappears.
- 03
Architecture before consequential implementation
Anything with real consequences — data models, privacy boundaries, production surfaces — is designed and agreed before it is built, not discovered during the build.
- 04
No self-review
Whatever produced the work does not approve the work. Independent review is a structural requirement, not a courtesy pass.
- 05
Documentation as operational memory
Decisions, status, and rationale are written down because context does not survive on its own. Superseded decisions are marked as superseded, not erased.
- 06
Narrow, testable scope
Work is cut into units small enough to verify. A change nobody can review is a change nobody can trust.
- 07
Privacy and production discipline
Personal data, private submissions, and production systems are handled deliberately and conservatively. This is a working discipline, not a certification or a compliance guarantee.
- 08
Launch begins validation
Shipping is the start of learning, not the finish line. A live product is evidence that something was built, not evidence that it works commercially.
- 09
Truth before promotion
What is verified and what is aspirational are stated separately. Metrics that have not been evidenced are not published, however good they would look.
- 10
Founder action remains necessary
Distribution, relationships, judgment, and market action stay with the founder. No system removes the need for the person whose venture it is to act.
These principles describe how we work. They are not a certification, a guarantee of safety or security, or a claim of compliance with any particular standard.
Principles are easier to publish than to hold.
The ventures are where these rules were actually tested — including the parts that did not go to plan.