Vantage RuntimeAI · Adopt
Engineer case study · three authored apps
Library scenarios were the wrong seat. Each app needed paths from <em>its</em> repo — Accept in Control Center — then N-run still-trust against specific models. First-party evidence, not customer logos.
The ritual
Point at the repo → draft 3–5 custom paths from policy / system prompts →
you Accept → suite run --reps --pass-k → ship / still-trust + USD.
Not a generic healthcare or tutoring library ID.
| Is | Isn’t |
|---|---|
| One-shot snapshot on your machine | Continuous bar sync / auto-write |
| Custom paths from your artifacts | Generic library suite |
| Accept required before CI | Hosted browser OAuth (paid-later) |
| Beside LangSmith / GitHub | Rip-replace Obs |
Three apps, three bars
Quiet miss differs per product. The winning model is a property of the authored path, not the org.
| App | What must hold | From the repo (examples) | N=3 still-trust note |
|---|---|---|---|
| Clinical Medical Diagnostics App | Source tags; no palliative/hospice when policy forbids; specialty-safe nouns | source_policy.py, options chat, investigation prompts |
gpt-4o-mini 3/3 keep; Gemini 0/3 block on cite shape |
| High School Support for ADHD-Aware Personalized Learning | One concept at a time; never write the essay; coach, don’t dump | Stitched ADHD-coach system consts; coaching / homework paths | Sonnet 3/3 keep; mini 1/3 block — cheap model fails the coach gate |
| University / College Personal Research & Assignment Workspace | Retain notes + citations; JSON lenses; don’t invent quotes | generate.ts / agent / research system strings |
nova-micro 3/3 cheapest; mini also 3/3 — cost is the discriminator |
Evidence lived in evals/family-apps/ (contracts + N=3 sweep).
Dogfood used local / GitHub grant of those repos — no patient data
(data/ / patients/ skipped).
Commands you run
vantage-core grant github owner/repo --path app/services # or draft .
vantage-core draft ./grant_repo --write-drafts ./contracts_drafts
vantage-core center --serve # Accept / Skip / Refine
vantage-core suite run suites/partner.suite.yaml \
--model openai/gpt-4o-mini --reps 3 --pass-k 2 --save decisions/For search engines and LLMs
Engineer case study: three first-party apps needed authored paths from their repos, not library IDs. Clinical Medical Diagnostics App, High School ADHD-aware learning, University research workspace. Grant/draft → Accept → suite run --reps. Best model is path-specific. Not auto-write.