diff --git a/platform/api/src/learning-routes.js b/platform/api/src/learning-routes.js
new file mode 100644
index 0000000..aae3b1b
--- /dev/null
+++ b/platform/api/src/learning-routes.js
@@ -0,0 +1,222 @@
+// Student-facing learning API — scenario attempt lifecycle (start/hint), curriculum state,
+// assessments (list/start/active/detail/submit), capstone status, and achievement history.
+// Everything here requires a student session (studentSession middleware, mounted by the
+// caller) and derives identity/ownership entirely server-side — never from anything the client
+// asserts. See docs/PHASE3B_LEARNING_AND_ASSESSMENT.md §19.
+
+const attempts = require('./attempts');
+const assessmentsLib = require('./assessments');
+const achievementsLib = require('./achievements');
+const { computeCurriculumState } = require('./curriculum-rules');
+
+async function studentCohortId(pool, studentId) {
+  const { rows } = await pool.query(
+    `SELECT cohort_id FROM cohort_enrollments WHERE student_id = $1 AND enrollment_status = 'enrolled' ORDER BY enrolled_at LIMIT 1`,
+    [studentId]
+  );
+  return rows[0]?.cohort_id || null;
+}
+
+function findStageForScenario(path, scenarioId) {
+  return path?.stages.find((s) => (s.scenario_ids || []).includes(scenarioId))?.id || null;
+}
+
+async function getCapstoneAchievement(pool, studentId) {
+  const { rows } = await pool.query(
+    `SELECT * FROM achievements WHERE student_id = $1 AND achievement_type = 'capstone_completed' LIMIT 1`, [studentId]
+  );
+  return rows[0] || null;
+}
+
+module.exports = function registerLearningRoutes(app, deps) {
+  const { studentSession, getPool, curriculum, loadProgress, wrap } = deps;
+
+  // ── Scenario attempt lifecycle ──────────────────────────────────────────────────────────
+  app.post('/api/scenarios/:scenarioId/start', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const { environment_id } = req.body || {};
+    const path = curriculum.loadCurriculumPath();
+    const cohortId = await studentCohortId(pool, req.studentId);
+    const stage = findStageForScenario(path, req.params.scenarioId);
+    const assessmentCtx = await assessmentsLib.findActiveAssessmentContextForScenario(pool, req.studentId, req.params.scenarioId);
+    const attempt = await attempts.getOrCreateOpenAttempt(pool, {
+      studentId: req.studentId, scenarioId: req.params.scenarioId, environmentId: environment_id || null,
+      cohortId, curriculumStage: stage, assessmentSessionId: assessmentCtx?.session.assessment_session_id,
+    });
+    res.json({ attempt_id: attempt.attempt_id, status: attempt.status, started_at: attempt.started_at });
+  }));
+
+  app.get('/api/scenarios/:scenarioId/attempt', studentSession, wrap(async (req, res) => {
+    const attempt = await attempts.getAttemptSummary(getPool(), {
+      studentId: req.studentId, scenarioId: req.params.scenarioId, environmentId: req.query.environment_id,
+    });
+    const scenario = curriculum.loadScenarios().find((s) => s.id === req.params.scenarioId);
+    res.json({
+      attempt: attempt ? {
+        status: attempt.status, validation_attempt_count: attempt.validation_attempt_count,
+        validation_pass_count: attempt.validation_pass_count, validation_fail_count: attempt.validation_fail_count,
+        hint_count: attempt.hint_count, highest_hint_level: attempt.highest_hint_level,
+        duration_seconds: attempt.duration_seconds, started_at: attempt.started_at, completed_at: attempt.completed_at,
+      } : null,
+      total_hints: scenario?.hints?.length || 0,
+    });
+  }));
+
+  app.post('/api/scenarios/:scenarioId/hint', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const { environment_id } = req.body || {};
+    const scenario = curriculum.loadScenarios().find((s) => s.id === req.params.scenarioId);
+    if (!scenario) return res.status(404).json({ error: 'scenario_not_found' });
+    const hints = scenario.hints || [];
+    if (!hints.length) return res.status(404).json({ error: 'no_hints' });
+
+    const assessmentCtx = await assessmentsLib.findActiveAssessmentContextForScenario(pool, req.studentId, req.params.scenarioId);
+    if (assessmentCtx && assessmentCtx.session.hint_policy === 'disabled') {
+      return res.status(403).json({ error: 'hints_disabled', message: 'Hints are disabled for this assessment.' });
+    }
+
+    const path = curriculum.loadCurriculumPath();
+    const cohortId = await studentCohortId(pool, req.studentId);
+    const stage = findStageForScenario(path, req.params.scenarioId);
+    const result = await attempts.recordHintReveal(pool, {
+      studentId: req.studentId, scenarioId: req.params.scenarioId, environmentId: environment_id || null,
+      cohortId, curriculumStage: stage, assessmentSessionId: assessmentCtx?.session.assessment_session_id,
+    }, hints.length);
+
+    if (!result.ok) return res.status(409).json({ error: result.reason });
+    const { title, body, command } = hints[result.level - 1];
+    res.json({
+      hint: { title, body, command }, level: result.level, total_hints: hints.length,
+      flagged: !!(assessmentCtx && assessmentCtx.session.hint_policy === 'flagged'),
+    });
+  }));
+
+  // ── Curriculum state (extends /api/curriculum/path's response with rule-driven state) ─────
+  app.get('/api/curriculum/state', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const path = curriculum.loadCurriculumPath();
+    if (!path) return res.status(404).json({ error: 'curriculum_not_found' });
+    const progress = await loadProgress(pool, req.studentId);
+    const capstoneAchievement = await getCapstoneAchievement(pool, req.studentId);
+    const capstoneStatus = capstoneAchievement ? 'completed' : undefined; // undefined lets computeCurriculumState derive locked/unlocked from the rule
+    res.json(computeCurriculumState(path, progress, capstoneStatus));
+  }));
+
+  // ── Assessments ──────────────────────────────────────────────────────────────────────────
+  app.get('/api/assessments', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const cohortId = await studentCohortId(pool, req.studentId);
+    const { rows } = await pool.query(
+      `SELECT d.assessment_definition_id, d.type, d.title, d.description, d.duration_minutes, d.hint_policy
+       FROM assessment_definitions d
+       JOIN assessment_cohort_assignments a ON a.assessment_definition_id = d.assessment_definition_id
+       WHERE a.cohort_id = $1 AND d.status = 'active' AND d.type = 'exam'`,
+      [cohortId || '__none__']
+    );
+    const { rows: sessions } = await pool.query(
+      `SELECT assessment_definition_id, status, result, started_at, submitted_at, assessment_session_id
+       FROM assessment_sessions WHERE student_id = $1 ORDER BY created_at DESC`,
+      [req.studentId]
+    );
+    res.json(rows.map((d) => ({
+      ...d,
+      sessions: sessions.filter((s) => s.assessment_definition_id === d.assessment_definition_id),
+    })));
+  }));
+
+  app.get('/api/assessments/active', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const session = await assessmentsLib.getActiveSessionForStudent(pool, req.studentId);
+    if (!session || session.status !== 'in_progress') return res.json({ active: false });
+    const scenarios = await assessmentsLib.getSessionScenarios(pool, session.assessment_session_id);
+    res.json({
+      active: true, assessment_session_id: session.assessment_session_id, type: session.type, title: session.title,
+      hint_policy: session.hint_policy, started_at: session.started_at, expires_at: session.expires_at,
+      scenarios: scenarios.map((s) => ({ scenario_id: s.scenario_id, position: s.position, status: s.status })),
+    });
+  }));
+
+  app.get('/api/assessments/:sessionId', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const { rows } = await pool.query(
+      `SELECT * FROM assessment_sessions WHERE assessment_session_id = $1 AND student_id = $2`,
+      [req.params.sessionId, req.studentId]
+    );
+    if (!rows[0]) return res.status(404).json({ error: 'not_found' });
+    const session = await assessmentsLib.lazyExpire(pool, rows[0]);
+    const scenarios = await assessmentsLib.getSessionScenarios(pool, session.assessment_session_id);
+    res.json({ ...session, scenarios });
+  }));
+
+  app.post('/api/assessments/:definitionId/start', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const { rows } = await pool.query(
+      `SELECT * FROM assessment_definitions WHERE assessment_definition_id = $1 AND status = 'active'`,
+      [req.params.definitionId]
+    );
+    const definition = rows[0];
+    if (!definition) return res.status(404).json({ error: 'not_found' });
+    const cohortId = await studentCohortId(pool, req.studentId);
+    try {
+      const session = await assessmentsLib.startSession(pool, { definition, studentId: req.studentId, cohortId });
+      const scenarios = await assessmentsLib.getSessionScenarios(pool, session.assessment_session_id);
+      res.status(201).json({
+        assessment_session_id: session.assessment_session_id, type: session.type, title: session.title,
+        started_at: session.started_at, expires_at: session.expires_at, hint_policy: session.hint_policy,
+        scenarios: scenarios.map((s) => ({ scenario_id: s.scenario_id, position: s.position, status: s.status })),
+      });
+    } catch (e) {
+      if (e.code === 'ALREADY_ACTIVE') return res.status(409).json({ error: 'already_active', message: e.message });
+      throw e;
+    }
+  }));
+
+  app.post('/api/assessments/:sessionId/submit', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const { rows } = await pool.query(
+      `SELECT * FROM assessment_sessions WHERE assessment_session_id = $1 AND student_id = $2`,
+      [req.params.sessionId, req.studentId]
+    );
+    if (!rows[0]) return res.status(404).json({ error: 'not_found' });
+    if (rows[0].status !== 'in_progress') return res.status(409).json({ error: 'not_in_progress' });
+    const session = await assessmentsLib.submitSession(pool, req.params.sessionId);
+    await achievementsLib.recordAssessmentAchievement(pool, session);
+    res.json(session);
+  }));
+
+  // ── Capstone (a thin, student-friendly view over curriculum state + the capstone definition) ─
+  app.get('/api/capstone', studentSession, wrap(async (req, res) => {
+    const pool = getPool();
+    const path = curriculum.loadCurriculumPath();
+    const progress = await loadProgress(pool, req.studentId);
+    const capstoneAchievement = await getCapstoneAchievement(pool, req.studentId);
+    const state = computeCurriculumState(path, progress, capstoneAchievement ? 'completed' : undefined);
+    if (!state.capstone) return res.status(404).json({ error: 'no_capstone_configured' });
+    const { rows } = await pool.query(
+      `SELECT assessment_definition_id, title, description, duration_minutes, hint_policy FROM assessment_definitions WHERE assessment_definition_id = $1`,
+      [state.capstone.assessment_definition_id]
+    );
+    const { rows: sessionRows } = await pool.query(
+      `SELECT assessment_session_id, status, started_at, expires_at, submitted_at, result FROM assessment_sessions
+       WHERE student_id = $1 AND assessment_definition_id = $2 ORDER BY created_at DESC`,
+      [req.studentId, state.capstone.assessment_definition_id]
+    );
+    res.json({ ...state.capstone, definition: rows[0] || null, sessions: sessionRows });
+  }));
+
+  // ── Achievements ─────────────────────────────────────────────────────────────────────────
+  app.get('/api/achievements', studentSession, wrap(async (req, res) => {
+    res.json(await achievementsLib.listAchievements(getPool(), req.studentId));
+  }));
+
+  // ── Recent attempts (for the student's own Practice view) ──────────────────────────────────
+  app.get('/api/attempts/recent', studentSession, wrap(async (req, res) => {
+    const { rows } = await getPool().query(
+      `SELECT scenario_id, status, result, validation_attempt_count, validation_pass_count,
+              validation_fail_count, hint_count, duration_seconds, started_at, completed_at
+       FROM scenario_attempts WHERE student_id = $1 ORDER BY started_at DESC NULLS LAST LIMIT 20`,
+      [req.studentId]
+    );
+    res.json(rows);
+  }));
+};
diff --git a/platform/api/src/server.js b/platform/api/src/server.js
index 4a6e6ec..0db3766 100644
--- a/platform/api/src/server.js
+++ b/platform/api/src/server.js
@@ -20,6 +20,10 @@ const { parseCookies, checkCsrf, makeCsrfToken } = require('./security');
 const { buildCookie, clearCookie } = require('./cookies');
 const createRbac = require('./rbac');
 const { INSTRUCTOR_COOKIE, CSRF_COOKIE: INSTRUCTOR_CSRF_COOKIE } = require('./instructor-auth-routes');
+const attemptsLib = require('./attempts');
+const assessments = require('./assessments');
+const achievements = require('./achievements');
+const { computeCurriculumState } = require('./curriculum-rules');
 
 const PORT = Number(process.env.PLATFORM_API_PORT) || 4300;
 const STUDENT_COOKIE = 'rn_session';
@@ -167,24 +171,52 @@ app.get('/api/progress', wrap(studentSession), async (req, res) => {
 });
 
 app.post('/api/progress/record', wrap(studentSession), async (req, res) => {
-  const { scenario_id, status, environment_id, validation_count } = req.body || {};
+  const { scenario_id, status, environment_id } = req.body || {};
   if (!scenario_id || !['completed', 'in_progress'].includes(status)) {
     return res.status(400).json({ error: 'scenario_id and a valid status are required' });
   }
   const pool = getPool();
+  const passed = status === 'completed';
+
+  // Attempt telemetry (Phase 3B) — one row per continuous working session, updated in place.
+  const curriculumPath = curriculum.loadCurriculumPath();
+  const stage = curriculumPath?.stages.find((s) => (s.scenario_ids || []).includes(scenario_id))?.id || null;
+  const { rows: enrolledRows } = await pool.query(
+    `SELECT cohort_id FROM cohort_enrollments WHERE student_id = $1 AND enrollment_status = 'enrolled' ORDER BY enrolled_at LIMIT 1`,
+    [req.studentId]
+  );
+  const cohortId = enrolledRows[0]?.cohort_id || null;
+  const assessmentCtx = await assessments.findActiveAssessmentContextForScenario(pool, req.studentId, scenario_id);
+  const attempt = await attemptsLib.recordValidation(pool, {
+    studentId: req.studentId, scenarioId: scenario_id, environmentId: environment_id || null,
+    cohortId, curriculumStage: stage, assessmentSessionId: assessmentCtx?.session.assessment_session_id,
+  }, passed);
+
+  // Legacy aggregate progress row (Phase 1/2A/2B) — kept for the existing curriculum/dashboard
+  // views that read it; attempt-level detail above is the new source of truth for telemetry.
   const progress = await loadProgress(pool, req.studentId);
   const prev = progress[scenario_id] || { attempts: 0 };
   const now = new Date().toISOString();
   await saveOneProgress(pool, req.studentId, scenario_id, {
     ...prev, status, attempts: (prev.attempts || 0) + 1, last_validated: now,
-    completed_at: status === 'completed' ? now : prev.completed_at,
+    completed_at: passed ? now : prev.completed_at,
   });
-  await pool.query(
-    `INSERT INTO scenario_attempts (student_id, scenario_id, environment_id, completed_at, result, validation_count)
-     VALUES ($1, $2, $3, now(), $4, $5)`,
-    [req.studentId, scenario_id, environment_id || null, status === 'completed' ? 'passed' : 'failed', validation_count ?? null]
-  );
   await touchStudent(pool, req.studentId);
+
+  if (passed) {
+    if (assessmentCtx) {
+      const finalizedSession = await assessments.recordScenarioOutcome(pool, assessmentCtx.session.assessment_session_id, scenario_id, attempt.attempt_id, true);
+      await achievements.recordAssessmentAchievement(pool, finalizedSession);
+    }
+    if (curriculumPath) {
+      const freshProgress = await loadProgress(pool, req.studentId);
+      const state = computeCurriculumState(curriculumPath, freshProgress);
+      await achievements.checkStageAndCurriculumAchievements(pool, { studentId: req.studentId, path: curriculumPath, curriculumState: state });
+    }
+  } else if (assessmentCtx) {
+    await assessments.recordScenarioOutcome(pool, assessmentCtx.session.assessment_session_id, scenario_id, attempt.attempt_id, false);
+  }
+
   res.json({ ok: true });
 });
 
@@ -249,10 +281,16 @@ app.get('/api/environment/by-token/:token', async (req, res) => {
 
 require('./instructor-auth-routes')(app, { pool: getPool(), sessions, instructorSession: wrap(instructorSession) });
 
+require('./learning-routes')(app, { studentSession, getPool, curriculum, loadProgress, wrap });
+
+const rbac = createRbac(getPool());
 require('./admin-routes')(app, {
-  instructorSession: wrap(instructorSession), rbac: createRbac(getPool()), provisioner, curriculum,
+  instructorSession: wrap(instructorSession), rbac, provisioner, curriculum,
   getPool, loadProgress, saveOneProgress, recordAudit,
 });
+require('./admin-learning-routes')(app, {
+  instructorSession: wrap(instructorSession), rbac, curriculum, getPool, loadProgress, recordAudit,
+});
 
 // Fallback to the platform-shell SPA for any unmatched non-API route
 app.get('*', (req, res) => {
diff --git a/platform/gateway/src/server.js b/platform/gateway/src/server.js
index 2276f49..86dc6db 100644
--- a/platform/gateway/src/server.js
+++ b/platform/gateway/src/server.js
@@ -166,6 +166,66 @@ app.post('/lab/:token/api/scenarios/:scenarioId/answer', express.json(), async (
   });
 });
 
+// ── Phase 3B learning relay — /start and /hint are pure Platform API operations, unlike
+// validate/answer above (those call the Lab first, then relay the outcome). The Lab has no
+// concept of attempts, hints-as-tracked-state, or assessments; these forward straight through
+// to Platform API with the browser's own session + CSRF token (same forwarding requirement
+// documented on relayScenarioOutcome above — both cookie AND header, not just the header). ────
+async function relayToPlatformApi(req, res, platformPath, extraBody) {
+  const cookies = parseCookies(req);
+  const token = cookies[STUDENT_COOKIE];
+  const csrf = cookies[STUDENT_CSRF_COOKIE] || '';
+  try {
+    const platformRes = await fetch(`${PLATFORM_API_URL}${platformPath}`, {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json',
+        Cookie: `${STUDENT_COOKIE}=${token}; ${STUDENT_CSRF_COOKIE}=${csrf}`,
+        'X-CSRF-Token': csrf,
+      },
+      body: JSON.stringify({ ...(req.body || {}), ...extraBody }),
+    });
+    const body = await platformRes.json().catch(() => ({}));
+    res.status(platformRes.status).json(body);
+  } catch (e) {
+    res.status(502).json({ error: 'platform_unreachable' });
+  }
+}
+
+app.post('/lab/:token/api/scenarios/:scenarioId/start', express.json(), async (req, res) => {
+  const env = await resolveByToken(req.params.token);
+  const own = await checkOwnership(req, env);
+  if (!own.ok) return sendLabError(res, own.reason === 'invalid_token' ? 404 : 403, own.reason, 'This lab is not available to you.');
+  await relayToPlatformApi(req, res, `/api/scenarios/${req.params.scenarioId}/start`, { environment_id: env.environment_id });
+});
+
+app.post('/lab/:token/api/scenarios/:scenarioId/hint', express.json(), async (req, res) => {
+  const env = await resolveByToken(req.params.token);
+  const own = await checkOwnership(req, env);
+  if (!own.ok) return sendLabError(res, own.reason === 'invalid_token' ? 404 : 403, own.reason, 'This lab is not available to you.');
+  await relayToPlatformApi(req, res, `/api/scenarios/${req.params.scenarioId}/hint`, { environment_id: env.environment_id });
+});
+
+// Strips `hints` from the Lab's own scenario-detail response before it reaches the browser —
+// the Lab backend still returns the full array (it has no student/attempt concept and was
+// never modified), but hints must only be revealed progressively through the endpoint above.
+// The Lab image itself stays byte-for-byte unmodified; this is a response rewrite at the
+// Gateway, not a Lab change.
+app.get('/lab/:token/api/scenarios/:scenarioId', async (req, res) => {
+  const env = await resolveByToken(req.params.token);
+  const own = await checkOwnership(req, env);
+  if (!own.ok) return sendLabError(res, own.reason === 'invalid_token' ? 404 : 403, own.reason, 'This lab is not available to you.');
+  if (!isReachable(env)) return sendLabError(res, 503, 'lab_unavailable', 'Your lab is not currently running.');
+  try {
+    const labRes = await fetch(`http://${env.internal_ip}:${env.internal_port}/api/scenarios/${req.params.scenarioId}`);
+    const body = await labRes.json().catch(() => ({}));
+    const { hints, ...withoutHints } = body;
+    res.status(labRes.status).json({ ...withoutHints, hint_count: Array.isArray(hints) ? hints.length : 0 });
+  } catch (e) {
+    res.status(502).json({ error: 'lab_unreachable' });
+  }
+});
+
 // ── /lab/:token/* — HTTP proxy into the student's own Lab, prefix-stripped ─────────────────
 app.use('/lab/:token', async (req, res, next) => {
   const { token } = req.params;