Reliable public demos
Hosting, source maintenance, and graceful fallbacks keep the products useful when public data or upstream services change.
Support the work
Help keep these
systems public.
Good AI products need more than a strong demo. They need maintained sources, honest boundaries, repeatable tests, accessible interfaces, and documentation that lets people understand what the system is doing.
Your support helps this independent product lab keep that work available—and creates room to build the next tools with the same evidence-first standard.
View support optionsWhat support makes possible
Fund the unglamorous work
that makes AI trustworthy.
Evidence before polish
Evaluation, testing, accessibility reviews, and clear uncertainty labels turn promising prototypes into credible product work.
Reusable knowledge
Documentation and open explanations make each system easier to inspect, learn from, and improve—not just impressive to watch.
Optional financial support
Back the next careful build.
Financial support helps cover the ongoing cost of hosting, source maintenance, accessibility, testing, and clear public documentation. Any amount is optional, and the portfolio remains available whether or not you contribute.
Clear boundaries
Support is support—not a hidden contract.
Supporting the lab does not purchase consulting, priority service, private access, product influence, an endorsement, or a guaranteed outcome. It is not represented as a charitable or tax-deductible contribution.
If PayPal reports a payment problem, use the portfolio inquiry form and share only the transaction ID. Never send card, bank, password, or login information.
Planned product · Not launched yet
AI Project
Builder.
The next major project will help turn a real idea into a working product through a guided, transparent workflow. It is planned as a builder that clarifies requirements, proposes the system, creates the product, verifies it, and prepares it for release—with human review at every consequential step.
- 01
Idea
Describe the outcome, audience, and problem in plain language.
- 02
Requirements
Turn the idea into testable needs, limits, risks, and success criteria.
- 03
Product plan
Shape the workflow, interface, data path, architecture, and delivery plan.
- 04
Working build
Generate a functional product—not a static concept or disposable mockup.
- 05
Tests
Check core behavior, failure states, accessibility, and evidence quality.
- 06
Deploy
Publish a reviewable release only after a person approves the result.
Human approval stays in control.
The planned builder will not treat generation as completion. Important assumptions, external actions, tests, and deployment will remain reviewable before release.
No payment needed