Can you fix an existing vibe-coded MVP?

Yes. We review the code, tests and hosting first, then tell you which parts can stay and which need rebuilding before we fix the scope for the first production release.

Can a fixed-scope MVP handle healthcare data?

Yes. When a healthcare MVP will store or process ePHI, we design HIPAA Security Rule safeguards such as access control and audit logging into the first release, and agree the data handling terms with you before any real patient data is used.

How do you use AI in delivery without risking quality?

AI tools help our engineers draft code and tests, but a person reviews every change, and it passes the same automated tests and security checks as any other code. Which tools may see your code or data is agreed with you at the start.

Fixed-scope MVP development

Starting from scratch or stuck at a vibe-coded MVP? We agree the scope of your first release up front, then design, build and launch it as production-ready software, with clear architecture and weekly demos.

15-Minute Scoping Call

Trusted by Industry Leaders

What is fixed-scope MVP development?

Fixed-scope MVP development is building a first product release against a written list of features and a definition of done agreed before work starts. Agnotic Technologies scopes that release with founders, builds it with weekly demos and treats any new idea as a change you approve, so the release you planned is the release you get.

What is fixed is the feature list, the definition of done and the acceptance checks for each feature. What stays open is the order of work inside the release and the backlog for the next one.

At the end you get a deployed first release, the automated tests that cover it and handover notes on how it is built and run, whether it started as a new idea or a vibe-coded prototype we rebuilt.

Facts and sources

Which standards shape a first release?

Short facts we design around, each linked to its primary source.

WCAG 2.2 adds nine success criteria to WCAG 2.1, including 2.5.8 Target Size (Minimum) and 3.3.8 Accessible Authentication (Minimum) at level AA.
Source: W3C, WCAG 2.2
The OWASP Application Security Verification Standard provides a basis for testing web application technical security controls and gives developers a list of requirements for secure development.
Source: OWASP ASVS
NIST SP 800-218, the Secure Software Development Framework (SSDF) Version 1.1, sets out recommendations for mitigating the risk of software vulnerabilities.
Source: NIST SP 800-218 (SSDF)
When a healthcare MVP stores electronic protected health information, the HIPAA Security Rule requires audit controls that record and examine activity in the systems that hold it (45 CFR 164.312(b)).
Source: 45 CFR 164.312 (eCFR)

Frequently Asked Questions

New ideas go on a change list. We estimate each one, and you decide whether it replaces something in the agreed scope or waits for the next release, so the first release stays intact.

Voice of success

We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

“I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly.”

Aaron Phelan

Founder, Benchmark