Problem and decision.
AI-assisted delivery needs limits and a release decision that remain clear. The Gateway separates read-only review, limited code changes, and release authority so a completed technical step is not mistaken for approval.
Engineering behind the work
Useful software.
Work you can examine.
Two sides of MGV's engineering practice: building the application people use and organizing the development work that supports it.
MGV's internal Governed AI Dispatch Gateway
Human-led engineering.
Agents with specific assignments.
Using several AI agents raises practical questions: what can each one change, how do we check the result, and what happens when a job fails? Adolph built the Gateway to manage that work.
Open the responsive architecture explanation
What was built.
LangGraph coordinates supported workflow transitions. The Gateway sets limits on what an agent may change and records the result; Git identifies the code version.
How it was checked.
One governed workflow edited a permitted file, created a specifically authorized local commit, completed acceptance testing, and received independent review.
Current result and limit
From a limited edit to a reviewed local change.
A person decides whether the work is ready to release. Current evidence covers workflows tested in MGV's macOS environment and bounded tests.
This does not establish a client deployment, certification, or ready-to-install enterprise product.
Application engineering
DNA Health Insights.
An architecture that connects genetic information with understanding.
- Problem. Help people move from unfamiliar genetic results to plain-language educational context.
- Design decision. Process raw DNA in the browser and save structured findings and reports to the signed-in account.
- Built and checked. An educational application with DNA processing, saved findings, and reports; the current application source confirms browser-local processing and account-scoped report access.
- Current result and limit. People can explore, read further, and revisit saved information. The experience does not present diagnoses or treatment decisions.
An MGV work sample created for a family member's business, not an independent client endorsement.
See the application work sample