- Real server-side pagination (platform/api/src/pagination.js) on the audit
log (was a flat LIMIT 200), student attempt history (was LIMIT 100), and
assessment session history (was fully unbounded - the one genuine growth
risk found). Frontend updated (AuditView, AssessmentsView, StudentsView).
- Admission control: resource-policy.yaml's new (disabled-by-default)
admission_control.max_concurrent_labs, checked before touching Docker at
all, returns a clean 503 CAPACITY_EXCEEDED instead of failing mid-provision.
Relayed as a clean student-facing message, never a raw 500. New
GET /capacity endpoint feeds the instructor dashboard.
- cohort_instructors.role_in_cohort (existed since Phase 2B, never read) is
now enforced: teacher vs viewer, rbac.js's
requireCohortWriteAccess/requireStudentCohortWriteAccess.
- GET /api/version - app version, deployed Git SHA, latest migration as a
schema-version stand-in.
- Structured assessment authoring UI (AssessmentsView.jsx's PoolSpecEditor)
replaces the raw-JSON pool_spec textarea, backed by a new
GET /api/admin/scenario-catalog endpoint. Owner-only raw-JSON fallback
remains for anything the structured editor doesn't cover.
- NEEDS_ATTENTION_FAIL_THRESHOLD/STALE_DAYS moved to env-var configuration.
Full regression suite (e2e-phase2a/2b/3a/3b, 67/67) re-run clean after
these changes; frontend production build confirmed clean.
New /api/admin routes: cohort learning summary (completion by stage, active learners),
per-student learning detail (attempts, hint usage, assessment history, capstone state),
scenario analytics (completion rate, avg attempts, failure/hint frequency, avg time), and a
needs-attention view (repeated failures, hints used but still stuck, inactivity, an expired
assessment - deliberately instructional wording, not punitive, with an explicit test asserting
that). Assessment definition CRUD (admin/owner only), cohort assignment and session view/cancel
(any instructor role, cohort-scoped for a plain instructor via the existing Phase 3A RBAC
helpers - no new authorization primitives needed).
New Learning and Assessments tabs in the admin portal, visible to every instructor role;
definition-authoring controls are shown but the server 403s a create/edit from a non-admin/
owner role, same pattern CohortsView already uses for admin-only controls.