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Jevstiller

Roadmap

Jevstiller 0.1.0 is a Python library. The goal is a self-hosted proxy that speaks Jev’s API: point TYPESAFE_BASE_URL at it and every service keeps its code and its own Jev key.

 service A ─┐                         ┌──────── Jevstiller (one container) ────────┐
 service B ─┼─ TYPESAFE_BASE_URL ───► │ /v1/systemone  →  task per question        │ ──► Jev
 service C ─┘   + own Jev key         │ trained student answers, or forward to Jev │
                                      └────────────────────────────────────────────┘

Next up

Section titled “Next up”
  1. Validate against live Jev. Replace the oracle numbers with real ones.
  2. Concurrency. Serve many callers per task and move training off the request path.
  3. Many tasks per process. Tasks keyed by their exact question, with a shared encoder.
  4. The proxy. POST /v1/systemone with Jev’s exact response shape, and pass-through for everything else.
  5. Security. A key must be accepted by Jev before the student answers for it. Keys are never stored.
  6. Operations. Config file, health checks, Prometheus metrics, Docker images.

Later

Section titled “Later”
  • Forward only the questions the student couldn’t answer.
  • Distil Jev’s noul and score question types.
  • Postgres store and multiple replicas.
  • Class-list changes, per-class thresholds, class-weighted budgets.

The full, checkbox-level plan is in DEPLOYMENT_PLAN.md.