S12 - Async feedback for scheduling

README.md

@@ -83,7 +83,8 @@ the solver live in `model.scheduling`. Each group requirement combines its group
 ID and appearance count in one record.
 
 `service.port.SchedulingEngine` is the application-owned interface for solving a
-scheduling problem. `SchedulingService` calls this interface; dependency injection
+scheduling problem. `SchedulingRuns` calls this interface for background runs;
+`SchedulingService` retains the synchronous service entry point. Dependency injection
 supplies `solver.OrToolsSchedulingEngine`. The port accepts and returns domain
 types, so neither the caller nor the contract depends on OR-Tools or the concrete
 school-management service. Architecture tests enforce the port's location and
@@ -160,11 +161,22 @@ dayparts; preschool groups once; showcases every daypart. See
 [show-scheduling-rules.md](show-scheduling-rules.md) for the full hard constraints,
 coach exceptions, ordering and optimization rules.
 
-`POST /api/dance-schools/{schoolId}/shows/{showId}/schedule` generates an ordered
-draft using OR-Tools with a total thirty-minute time limit. A feasible result is
-accepted without claiming optimality. Concurrent runs and stale results return
-`409`; failures retain existing assignments. Development and production proxies
-allow 31 minutes.
+`POST /api/dance-schools/{schoolId}/shows/{showId}/schedule` returns `202` with a
+run identifier and starts an ordered draft calculation in the background using
+OR-Tools with a total thirty-minute time limit. Duplicate starts for the same
+show return `409`; different shows may run concurrently. A feasible result is
+accepted without claiming optimality. Stale results and failures retain existing
+assignments and appear as distinct terminal run states.
+
+`GET .../shows/{showId}/schedule` returns the latest run (`204` if none exists).
+`GET /api/scheduling/events` streams SSE JSON objects containing a `runs` snapshot
+on connection and changes, or `runs: null` as a fifteen-second heartbeat. Clients
+recover current state on reconnection rather than requiring event replay. The
+production proxy disables buffering. The UI shows phase, elapsed time, solution
+discovery and final objective scores, and reports completion in an application-wide
+snackbar. Reloading recovers the latest state without replaying old notifications.
+Run state currently shares the application's in-memory lifetime; durable restart
+recovery requires the PostgreSQL integration specified in S16.
 
 `PUT .../shows/{showId}/assignments` accepts `{"assignments":[[1,2],[3]]}`, an
 ordered list of group IDs per daypart. Incomplete or invalid drafts can be saved;

agiledancers-be/src/main/java/nl/agilecc/agiledancers/model/scheduling/SchedulingFailureKind.java

@@ -0,0 +1,7 @@
+package nl.agilecc.agiledancers.model.scheduling;
+
+public enum SchedulingFailureKind {
+    INFEASIBLE,
+    NO_SOLUTION,
+    SOLVER_FAILED
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/model/scheduling/SchedulingProgress.java

@@ -0,0 +1,4 @@
+package nl.agilecc.agiledancers.model.scheduling;
+
+/** Progress is observational; intermediate assignments are never published or applied. */
+public record SchedulingProgress(String phase, boolean feasible) {}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/model/scheduling/SchedulingSummary.java

@@ -0,0 +1,59 @@
+package nl.agilecc.agiledancers.model.scheduling;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+/** Scores match the solver objectives; lower values are better. */
+public record SchedulingSummary(long attendanceExcess, int performanceSpread, long varietyPenalty) {
+    public static SchedulingSummary of(final SchedulingInput input, final SchedulingResult result) {
+        final List<List<Long>> parts = result.assignments();
+        final Map<Long, GroupRequirement> groups = new HashMap<>();
+        input.groups().forEach((final GroupRequirement group) -> groups.put(group.groupId(), group));
+        final int min = parts.stream().mapToInt(List::size).min().orElse(0);
+        final int max = parts.stream().mapToInt(List::size).max().orElse(0);
+        return new SchedulingSummary(attendance(input, parts), max - min, variety(parts, groups));
+    }
+
+    private static long attendance(final SchedulingInput input, final List<List<Long>> parts) {
+        final Set<Long> showcases = new HashSet<>();
+        final Map<Long, Set<Integer>> attendance = new HashMap<>();
+        for (final GroupRequirement group : input.groups()) {
+            if (group.showcase()) {
+                showcases.addAll(group.dancerIds());
+            } else {
+                recordAttendance(group, parts, attendance);
+            }
+        }
+        showcases.removeAll(input.coachDancerIds());
+        return showcases.stream()
+                .mapToLong((final Long dancer) ->
+                        Math.max(0, attendance.getOrDefault(dancer, Set.of()).size() - input.preferredDayParts()))
+                .sum();
+    }
+
+    private static void recordAttendance(
+            final GroupRequirement group, final List<List<Long>> parts, final Map<Long, Set<Integer>> attendance) {
+        for (int part = 0; part < parts.size(); part++) {
+            if (parts.get(part).contains(group.groupId())) {
+                for (final long dancer : group.dancerIds()) {
+                    attendance
+                            .computeIfAbsent(dancer, (final Long id) -> new HashSet<>())
+                            .add(part);
+                }
+            }
+        }
+    }
+
+    private static long variety(final List<List<Long>> parts, final Map<Long, GroupRequirement> groups) {
+        long penalty = 0;
+        for (final List<Long> part : parts) {
+            for (int index = 1; index < part.size(); index++) {
+                penalty += VarietyScore.penalty(groups.get(part.get(index - 1)), groups.get(part.get(index)));
+            }
+        }
+        return penalty;
+    }
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/rest/SchedulingEventsResource.java

@@ -0,0 +1,41 @@
+package nl.agilecc.agiledancers.rest;
+
+import io.smallrye.mutiny.Multi;
+import io.smallrye.mutiny.subscription.BackPressureStrategy;
+import jakarta.inject.Inject;
+import jakarta.ws.rs.GET;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.Produces;
+import jakarta.ws.rs.core.MediaType;
+import java.time.Duration;
+import java.util.List;
+import nl.agilecc.agiledancers.rest.apimodel.SchedulingEventView;
+import nl.agilecc.agiledancers.service.SchedulingRuns;
+import nl.agilecc.agiledancers.service.model.SchedulingRun;
+import org.jboss.resteasy.reactive.RestStreamElementType;
+
+@Path("/api/scheduling/events")
+public class SchedulingEventsResource {
+    private @Inject SchedulingRuns scheduling;
+
+    @GET
+    @Produces(MediaType.SERVER_SENT_EVENTS)
+    @RestStreamElementType(MediaType.APPLICATION_JSON)
+    public Multi<SchedulingEventView> events() {
+        final Multi<SchedulingEventView> updates = Multi.createFrom()
+                .emitter(
+                        (final io.smallrye.mutiny.subscription.MultiEmitter<? super SchedulingEventView> emitter) -> {
+                            final Runnable unsubscribe = scheduling.subscribe(
+                                    (final List<SchedulingRun> runs) -> emitter.emit(new SchedulingEventView(runs)));
+                            emitter.onTermination(unsubscribe);
+                        },
+                        BackPressureStrategy.LATEST);
+        // Heartbeats keep idle proxy connections alive without changing the current snapshot.
+        final Multi<SchedulingEventView> heartbeat = Multi.createFrom()
+                .ticks()
+                .every(Duration.ofSeconds(15))
+                .onItem()
+                .transform((final Long tick) -> new SchedulingEventView(null));
+        return Multi.createBy().merging().streams(updates, heartbeat);
+    }
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/rest/ShowResource.java

@@ -18,15 +18,14 @@ import jakarta.ws.rs.core.UriInfo;
 import java.util.List;
 import nl.agilecc.agiledancers.model.DayPart;
 import nl.agilecc.agiledancers.model.Show;
-import nl.agilecc.agiledancers.model.scheduling.SchedulingResult;
 import nl.agilecc.agiledancers.rest.apimodel.DayPartRequest;
 import nl.agilecc.agiledancers.rest.apimodel.ScheduleRequest;
-import nl.agilecc.agiledancers.rest.apimodel.SchedulingView;
 import nl.agilecc.agiledancers.rest.apimodel.ShowRequest;
 import nl.agilecc.agiledancers.rest.apimodel.ShowView;
-import nl.agilecc.agiledancers.service.SchedulingService;
+import nl.agilecc.agiledancers.service.SchedulingRuns;
 import nl.agilecc.agiledancers.service.SchoolManagementService;
 import nl.agilecc.agiledancers.service.ShowSchedules;
+import nl.agilecc.agiledancers.service.model.SchedulingRun;
 
 @Path("/api/dance-schools/{schoolId}/shows")
 @Produces(MediaType.APPLICATION_JSON)
@@ -34,7 +33,7 @@ import nl.agilecc.agiledancers.service.ShowSchedules;
 public class ShowResource {
     private @Inject SchoolManagementService service;
 
-    private @Inject SchedulingService scheduling;
+    private @Inject SchedulingRuns scheduling;
 
     private @Inject ShowSchedules schedules;
 
@@ -105,10 +104,14 @@ public class ShowResource {
     @POST
     @Path("/{id}/schedule")
     @Consumes(MediaType.WILDCARD)
-    public SchedulingView schedule(final @PathParam("id") long id) {
-        final SchedulingResult result = scheduling.schedule(schoolId, id);
-        return new SchedulingView(
-                result.optimal(), result.optimal() ? "Optimal schedule" : "Valid schedule; optimality not proven");
+    public Response schedule(final @PathParam("id") long id) {
+        return Response.accepted(scheduling.start(schoolId, id)).build();
+    }
+
+    @GET
+    @Path("/{id}/schedule")
+    public SchedulingRun schedulingStatus(final @PathParam("id") long id) {
+        return scheduling.status(schoolId, id);
     }
 
     @DELETE

agiledancers-be/src/main/java/nl/agilecc/agiledancers/rest/apimodel/SchedulingEventView.java

@@ -0,0 +1,11 @@
+package nl.agilecc.agiledancers.rest.apimodel;
+
+import java.util.List;
+import nl.agilecc.agiledancers.service.model.SchedulingRun;
+
+/** A null runs field is a heartbeat, not a replacement of the current snapshot. */
+public record SchedulingEventView(List<SchedulingRun> runs) {
+    public SchedulingEventView {
+        runs = runs == null ? null : List.copyOf(runs);
+    }
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/service/SchedulingFailure.java

@@ -0,0 +1,17 @@
+package nl.agilecc.agiledancers.service;
+
+import nl.agilecc.agiledancers.model.scheduling.SchedulingFailureKind;
+
+/** Carries a stable calculation outcome independently of its human-readable explanation. */
+public class SchedulingFailure extends ManagementException {
+    private final SchedulingFailureKind outcome;
+
+    public SchedulingFailure(final SchedulingFailureKind outcome, final String message) {
+        super(ManagementExceptionKind.INVALID_INPUT, message);
+        this.outcome = outcome;
+    }
+
+    public SchedulingFailureKind getOutcome() {
+        return outcome;
+    }
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/service/SchedulingRuns.java

@@ -0,0 +1,123 @@
+package nl.agilecc.agiledancers.service;
+
+import jakarta.annotation.PreDestroy;
+import jakarta.inject.Inject;
+import jakarta.inject.Singleton;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.function.Consumer;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingInput;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingProgress;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingResult;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingSummary;
+import nl.agilecc.agiledancers.service.model.SchedulingRun;
+import nl.agilecc.agiledancers.service.port.SchedulingEngine;
+
+/** Owns background tasks and publishes current state independently of any HTTP connection. */
+@Singleton
+public class SchedulingRuns {
+    private final SchoolManagementService schools;
+    private final SchedulingEngine engine;
+    private final ExecutorService executor = Executors.newVirtualThreadPerTaskExecutor();
+    private final Map<Long, SchedulingRun> runs = new HashMap<>();
+    private final Map<Object, Consumer<List<SchedulingRun>>> listeners = new HashMap<>();
+
+    @Inject
+    public SchedulingRuns(final SchoolManagementService schools, final SchedulingEngine engine) {
+        this.schools = schools;
+        this.engine = engine;
+    }
+
+    public synchronized SchedulingRun start(final long schoolId, final long showId) {
+        final SchedulingInput input;
+        final SchedulingRun run;
+        synchronized (schools) {
+            final String name = schools.show(schoolId, showId).getName();
+            input = schools.beginScheduling(schoolId, showId);
+            run = SchedulingRun.started(schoolId, showId, name);
+        }
+        publish(run);
+        try {
+            executor.submit(() -> calculate(run, input));
+        } catch (final RuntimeException failure) {
+            schools.endScheduling(showId);
+            publish(run.completed("SOLVER_FAILED", "Berekening kon niet starten. Bestaande indeling behouden.", null));
+            throw failure;
+        }
+        return run;
+    }
+
+    public synchronized SchedulingRun status(final long schoolId, final long showId) {
+        schools.show(schoolId, showId);
+        return runs.get(showId);
+    }
+
+    /** Registration and initial snapshot share the publication lock, preventing a missed update. */
+    public synchronized Runnable subscribe(final Consumer<List<SchedulingRun>> listener) {
+        final Object key = new Object();
+        listeners.put(key, listener);
+        listener.accept(List.copyOf(runs.values()));
+        return () -> unsubscribe(key);
+    }
+
+    private synchronized void unsubscribe(final Object key) {
+        listeners.remove(key);
+    }
+
+    private synchronized void publish(final SchedulingRun run) {
+        runs.put(run.showId(), run);
+        final List<SchedulingRun> snapshot = List.copyOf(runs.values());
+        listeners.values().forEach((final Consumer<List<SchedulingRun>> listener) -> listener.accept(snapshot));
+    }
+
+    private synchronized void progress(final SchedulingRun run, final SchedulingProgress update) {
+        publish(runs.get(run.showId()).progressed(update));
+    }
+
+    private void calculate(final SchedulingRun run, final SchedulingInput input) {
+        SchedulingRun completed;
+        try {
+            final SchedulingResult result =
+                    engine.solve(input, (final SchedulingProgress update) -> progress(run, update));
+            final SchedulingSummary summary = SchedulingSummary.of(input, result);
+            schools.finishScheduling(run.schoolId(), input, result);
+            completed = latest(run)
+                    .completed(
+                            result.optimal() ? "OPTIMAL" : "VALID",
+                            result.optimal()
+                                    ? "Optimaal conceptrooster."
+                                    : "Geldig conceptrooster; optimaliteit niet bewezen.",
+                            summary);
+        } catch (final ManagementException failure) {
+            completed = failed(run, failure);
+        } catch (final RuntimeException | LinkageError failure) {
+            completed =
+                    latest(run).completed("SOLVER_FAILED", "Berekening mislukt. Bestaande indeling behouden.", null);
+        }
+        finish(completed);
+    }
+
+    private SchedulingRun failed(final SchedulingRun run, final ManagementException failure) {
+        final String outcome = failure instanceof final SchedulingFailure scheduling
+                ? scheduling.getOutcome().name()
+                : (failure.getKind() == ManagementExceptionKind.CONFLICT ? "STALE" : "INVALID_INPUT");
+        return latest(run).completed(outcome, failure.getMessage() + " Bestaande indeling behouden.", null);
+    }
+
+    private synchronized SchedulingRun latest(final SchedulingRun run) {
+        return runs.get(run.showId());
+    }
+
+    private synchronized void finish(final SchedulingRun completed) {
+        schools.endScheduling(completed.showId());
+        publish(completed);
+    }
+
+    @PreDestroy
+    public void close() {
+        executor.shutdownNow();
+    }
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/service/model/SchedulingRun.java

@@ -0,0 +1,61 @@
+package nl.agilecc.agiledancers.service.model;
+
+import java.time.Instant;
+import java.util.UUID;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingProgress;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingSummary;
+
+/** Latest immutable state for one show's calculation; runId identifies notifications across reconnects. */
+public record SchedulingRun(
+        UUID runId,
+        long schoolId,
+        long showId,
+        String showName,
+        Instant startedAt,
+        Instant finishedAt,
+        String state,
+        SchedulingProgress progress,
+        String message,
+        SchedulingSummary summary) {
+    public static SchedulingRun started(final long schoolId, final long showId, final String name) {
+        return new SchedulingRun(
+                UUID.randomUUID(),
+                schoolId,
+                showId,
+                name,
+                Instant.now(),
+                null,
+                "RUNNING",
+                new SchedulingProgress("PREPARING", false),
+                "Berekening gestart.",
+                null);
+    }
+
+    public SchedulingRun progressed(final SchedulingProgress update) {
+        return new SchedulingRun(
+                runId,
+                schoolId,
+                showId,
+                showName,
+                startedAt,
+                null,
+                state,
+                new SchedulingProgress(update.phase(), progress.feasible() || update.feasible()),
+                message,
+                null);
+    }
+
+    public SchedulingRun completed(final String outcome, final String explanation, final SchedulingSummary scores) {
+        return new SchedulingRun(
+                runId,
+                schoolId,
+                showId,
+                showName,
+                startedAt,
+                Instant.now(),
+                outcome,
+                new SchedulingProgress(progress.phase(), progress.feasible() || scores != null),
+                explanation,
+                scores);
+    }
+}

agiledancers-be/src/main/java/nl/agilecc/agiledancers/service/port/SchedulingEngine.java

@@ -1,9 +1,15 @@
 package nl.agilecc.agiledancers.service.port;
 
+import java.util.function.Consumer;
 import nl.agilecc.agiledancers.model.scheduling.SchedulingInput;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingProgress;
 import nl.agilecc.agiledancers.model.scheduling.SchedulingResult;
 
 public interface SchedulingEngine {
     /** Computes assignments without mutating the captured inputs; the caller validates and commits the result. */
     public SchedulingResult solve(final SchedulingInput input);
+    /** Reports phase changes and solution discovery while calculating. */
+    public default SchedulingResult solve(final SchedulingInput input, final Consumer<SchedulingProgress> observer) {
+        return solve(input);
+    }
 }

agiledancers-be/src/main/java/nl/agilecc/agiledancers/solver/OrToolsSchedulingEngine.java

@@ -7,10 +7,12 @@ import com.google.ortools.sat.CpSolverStatus;
 import com.google.ortools.sat.LinearExpr;
 import jakarta.inject.Singleton;
 import java.util.List;
+import java.util.function.Consumer;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingFailureKind;
 import nl.agilecc.agiledancers.model.scheduling.SchedulingInput;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingProgress;
 import nl.agilecc.agiledancers.model.scheduling.SchedulingResult;
-import nl.agilecc.agiledancers.service.ManagementException;
-import nl.agilecc.agiledancers.service.ManagementExceptionKind;
+import nl.agilecc.agiledancers.service.SchedulingFailure;
 import nl.agilecc.agiledancers.service.port.SchedulingEngine;
 
 @Singleton
@@ -28,6 +30,11 @@ public class OrToolsSchedulingEngine implements SchedulingEngine {
 
     @Override
     public SchedulingResult solve(final SchedulingInput input) {
+        return solve(input, (final SchedulingProgress progress) -> {});
+    }
+
+    @Override
+    public SchedulingResult solve(final SchedulingInput input, final Consumer<SchedulingProgress> observer) {
         final long deadline = System.nanoTime() + (long) (timeLimitSeconds * 1_000_000_000L);
         Loader.loadNativeLibraries();
         final CpModel model = new CpModel();
@@ -38,7 +45,12 @@ public class OrToolsSchedulingEngine implements SchedulingEngine {
         solver.getParameters().setCatchSigintSignal(false);
         solver.getParameters().setNumSearchWorkers(1).setRandomSeed(0);
         SchedulingResult best = null;
-        for (final LinearExpr objective : List.of(attendance, LinearExpr.term(vars.spread(), 1), variety)) {
+        final List<LinearExpr> objectives = List.of(attendance, LinearExpr.term(vars.spread(), 1), variety);
+        final List<String> phases = List.of("ATTENDANCE", "SPREAD", "VARIETY");
+        for (int stage = 0; stage < objectives.size(); stage++) {
+            final LinearExpr objective = objectives.get(stage);
+            final String phase = phases.get(stage);
+            observer.accept(new SchedulingProgress(phase, best != null));
             final double remaining = (deadline - System.nanoTime()) / 1_000_000_000.0;
             if (remaining <= 0) {
                 if (best != null) {
@@ -48,7 +60,7 @@ public class OrToolsSchedulingEngine implements SchedulingEngine {
             }
             solver.getParameters().setMaxTimeInSeconds(Math.max(0.001, remaining));
             model.minimize(objective);
-            final CpSolverStatus status = solver.solve(model);
+            final CpSolverStatus status = solver.solve(model, new SchedulingSolutionObserver(observer, phase));
             if (status == CpSolverStatus.UNKNOWN && best != null) {
                 return new SchedulingResult(false, best.assignments());
             }
@@ -64,8 +76,12 @@ public class OrToolsSchedulingEngine implements SchedulingEngine {
 
     private static void requireSolution(final CpSolverStatus status) {
         if (status != CpSolverStatus.OPTIMAL && status != CpSolverStatus.FEASIBLE) {
-            throw new ManagementException(
-                    ManagementExceptionKind.INVALID_INPUT,
+            throw new SchedulingFailure(
+                    switch (status) {
+                        case INFEASIBLE -> SchedulingFailureKind.INFEASIBLE;
+                        case UNKNOWN -> SchedulingFailureKind.NO_SOLUTION;
+                        default -> SchedulingFailureKind.SOLVER_FAILED;
+                    },
                     switch (status) {
                         case INFEASIBLE -> "Scheduling is infeasible. Existing assignments were preserved.";
                         case UNKNOWN ->

agiledancers-be/src/main/java/nl/agilecc/agiledancers/solver/SchedulingSolutionObserver.java

@@ -0,0 +1,25 @@
+package nl.agilecc.agiledancers.solver;
+
+import com.google.ortools.sat.CpSolverSolutionCallback;
+import java.util.function.Consumer;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingProgress;
+
+/** Publish only the first feasible solution in a phase, avoiding an event per solver improvement. */
+public class SchedulingSolutionObserver extends CpSolverSolutionCallback {
+    private final Consumer<SchedulingProgress> observer;
+    private final String phase;
+    private boolean reported;
+
+    public SchedulingSolutionObserver(final Consumer<SchedulingProgress> observer, final String phase) {
+        this.observer = observer;
+        this.phase = phase;
+    }
+
+    @Override
+    public void onSolutionCallback() {
+        if (!reported) {
+            reported = true;
+            observer.accept(new SchedulingProgress(phase, true));
+        }
+    }
+}

agiledancers-be/src/test/java/nl/agilecc/agiledancers/S18ResourceTest.java

@@ -92,7 +92,8 @@ class S18ResourceTest {
             final long dancer = dancer(school, "Coach");
             group(school, dancer);
             final String show = show(school);
-            given().post(show + "/schedule").then().statusCode(200);
+            given().post(show + "/schedule").then().statusCode(202);
+            awaitScheduling(show);
             given().post(show + "/finalize").then().statusCode(200);
             final long coach = given().contentType("application/json")
                     .body(Map.of("dancerId", dancer))
@@ -133,4 +134,13 @@ class S18ResourceTest {
             given().delete(school).then().statusCode(204);
         }
     }
+
+    private static void awaitScheduling(final String show) {
+        final long deadline = System.nanoTime() + java.util.concurrent.TimeUnit.SECONDS.toNanos(15);
+        while ("RUNNING".equals(given().get(show + "/schedule").jsonPath().getString("state"))
+                && System.nanoTime() < deadline) {
+            java.util.concurrent.locks.LockSupport.parkNanos(java.util.concurrent.TimeUnit.MILLISECONDS.toNanos(20));
+        }
+        given().get(show + "/schedule").then().statusCode(200).body("state", equalTo("OPTIMAL"));
+    }
 }

agiledancers-be/src/test/java/nl/agilecc/agiledancers/SchedulingEventsTest.java

@@ -0,0 +1,141 @@
+package nl.agilecc.agiledancers;
+
+import static io.restassured.RestAssured.given;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import io.quarkus.test.common.http.TestHTTPResource;
+import io.quarkus.test.junit.QuarkusTest;
+import jakarta.inject.Inject;
+import java.io.BufferedReader;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.net.URI;
+import java.net.http.HttpClient;
+import java.net.http.HttpRequest;
+import java.net.http.HttpResponse;
+import java.nio.charset.StandardCharsets;
+import java.time.LocalDate;
+import java.util.List;
+import java.util.Set;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.TimeUnit;
+import nl.agilecc.agiledancers.model.DayPart;
+import nl.agilecc.agiledancers.model.Show;
+import nl.agilecc.agiledancers.model.specifications.DanceGroupType;
+import nl.agilecc.agiledancers.model.specifications.DayPartType;
+import nl.agilecc.agiledancers.service.SchoolManagementService;
+import nl.agilecc.agiledancers.service.model.GroupDetails;
+import org.junit.jupiter.api.Test;
+
+@QuarkusTest
+class SchedulingEventsTest {
+    private @Inject SchoolManagementService schools;
+    private @Inject ObjectMapper json;
+    private @TestHTTPResource URI base;
+
+    public @Test void streamStartsWithSnapshotAndPushesCompletionAndReconnectSnapshot() throws Exception {
+        final long school = schools.createSchool("SSE school").getId();
+        try {
+            final Show show = show(school);
+            final String path = "/api/dance-schools/" + school + "/shows/" + show.getId() + "/schedule";
+            given().get(path).then().statusCode(204);
+            try (final HttpClient client = HttpClient.newHttpClient();
+                    final ExecutorService executor = Executors.newSingleThreadExecutor();
+                    final InputStream stream = stream(client);
+                    final BufferedReader reader =
+                            new BufferedReader(new InputStreamReader(stream, StandardCharsets.UTF_8))) {
+                assertNotNull(next(reader).get("runs"));
+                final String runId = given().post(path)
+                        .then()
+                        .statusCode(202)
+                        .extract()
+                        .jsonPath()
+                        .getString("runId");
+                final JsonNode completion =
+                        executor.submit(() -> completion(reader, runId)).get(15, TimeUnit.SECONDS);
+                assertEquals("OPTIMAL", completion.get("state").asText());
+                assertTrue(completion.get("progress").get("feasible").asBoolean());
+                given().get(path).then().statusCode(200);
+            }
+            assertReconnectContains(show.getId());
+        } finally {
+            schools.deleteSchool(school);
+        }
+    }
+
+    private void assertReconnectContains(final long showId) throws Exception {
+        try (final HttpClient client = HttpClient.newHttpClient();
+                final InputStream stream = stream(client);
+                final BufferedReader reader =
+                        new BufferedReader(new InputStreamReader(stream, StandardCharsets.UTF_8))) {
+            final JsonNode runs = next(reader).get("runs");
+            boolean found = false;
+            for (final JsonNode run : runs) {
+                if (run.get("showId").asLong() == showId) {
+                    assertEquals("OPTIMAL", run.get("state").asText());
+                    found = true;
+                }
+            }
+            assertTrue(found);
+        }
+    }
+
+    private InputStream stream(final HttpClient client) throws Exception {
+        final HttpResponse<InputStream> response = client.send(
+                HttpRequest.newBuilder(base.resolve("/api/scheduling/events"))
+                        .header("Accept", "text/event-stream")
+                        .build(),
+                HttpResponse.BodyHandlers.ofInputStream());
+        assertEquals(200, response.statusCode());
+        assertTrue(response.headers().firstValue("content-type").orElse("").startsWith("text/event-stream"));
+        return response.body();
+    }
+
+    private JsonNode completion(final BufferedReader reader, final String runId) throws Exception {
+        while (true) {
+            final JsonNode event = next(reader);
+            if (event.get("runs").isNull()) {
+                continue;
+            }
+            for (final JsonNode run : event.get("runs")) {
+                if (run.get("runId").asText().equals(runId)
+                        && !run.get("state").asText().equals("RUNNING")) {
+                    return run;
+                }
+            }
+        }
+    }
+
+    private JsonNode next(final BufferedReader reader) throws Exception {
+        String line = reader.readLine();
+        while (line != null && !line.startsWith("data:")) {
+            line = reader.readLine();
+        }
+        assertNotNull(line);
+        return json.readTree(line.substring(5).trim());
+    }
+
+    private Show show(final long school) {
+        final long group = schools.createGroup(
+                        school, new GroupDetails("Group", DanceGroupType.REGULAR, 0, 99, Set.of()))
+                .getId();
+        schools.addGroupDancer(
+                school,
+                group,
+                schools.createDancer(school, "Dancer", LocalDate.of(2000, 1, 1)).getId());
+        return schools.createShow(
+                school,
+                "Show",
+                List.of(DayPart.builder()
+                        .date(LocalDate.of(2027, 1, 1))
+                        .type(DayPartType.MORNING)
+                        .danceGroups(List.of())
+                        .build()),
+                null);
+    }
+}

agiledancers-be/src/test/java/nl/agilecc/agiledancers/SchedulingProgressTest.java

@@ -0,0 +1,60 @@
+package nl.agilecc.agiledancers;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+import nl.agilecc.agiledancers.model.scheduling.GroupRequirement;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingFailureKind;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingInput;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingProgress;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingResult;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingSummary;
+import nl.agilecc.agiledancers.model.scheduling.VarietyScore;
+import nl.agilecc.agiledancers.model.specifications.DanceGroupStyle;
+import nl.agilecc.agiledancers.service.SchedulingFailure;
+import nl.agilecc.agiledancers.solver.OrToolsSchedulingEngine;
+import org.junit.jupiter.api.Test;
+
+class SchedulingProgressTest {
+    public @Test void realSolverReportsDiscoveryDuringEachPhase() {
+        final SchedulingInput input = new SchedulingInput(1, 0, 2, List.of(new GroupRequirement(2, 1)));
+        final List<SchedulingProgress> updates = new ArrayList<>();
+        final SchedulingResult result = new OrToolsSchedulingEngine().solve(input, updates::add);
+        assertTrue(result.optimal());
+        assertEquals(
+                List.of("ATTENDANCE", "SPREAD", "VARIETY"),
+                updates.stream().map(SchedulingProgress::phase).distinct().toList());
+        assertEquals(new SchedulingProgress("ATTENDANCE", false), updates.getFirst());
+        assertTrue(updates.contains(new SchedulingProgress("ATTENDANCE", true)));
+        assertTrue(updates.contains(new SchedulingProgress("VARIETY", true)));
+    }
+
+    public @Test void noSolutionAndInfeasibleHaveStableDistinctOutcomes() {
+        final SchedulingInput input = new SchedulingInput(1, 0, 1, List.of(new GroupRequirement(2, 1)));
+        assertEquals(
+                SchedulingFailureKind.NO_SOLUTION,
+                assertThrows(SchedulingFailure.class, () -> new OrToolsSchedulingEngine(0).solve(input))
+                        .getOutcome());
+        final SchedulingInput impossible = new SchedulingInput(1, 0, 1, List.of(new GroupRequirement(2, 2)));
+        assertEquals(
+                SchedulingFailureKind.INFEASIBLE,
+                assertThrows(SchedulingFailure.class, () -> new OrToolsSchedulingEngine().solve(impossible))
+                        .getOutcome());
+    }
+
+    public @Test void summaryMatchesTheThreeObjectiveDefinitionsAndCoachExemptions() {
+        final GroupRequirement showcase = new GroupRequirement(1, 1, true, Set.of(10L, 11L), Set.of(), 20);
+        final GroupRequirement regular =
+                new GroupRequirement(2, 2, false, Set.of(10L, 11L), Set.of(DanceGroupStyle.MODERN), 22);
+        final SchedulingInput input = new SchedulingInput(1, 0, 3, List.of(showcase, regular), 1, Set.of(11L));
+        final SchedulingResult result = new SchedulingResult(false, List.of(List.of(1L, 2L), List.of(2L), List.of()));
+        final SchedulingSummary summary = SchedulingSummary.of(input, result);
+        assertEquals(1, summary.attendanceExcess());
+        assertEquals(2, summary.performanceSpread());
+        assertEquals(VarietyScore.penalty(showcase, regular), summary.varietyPenalty());
+    }
+}

agiledancers-be/src/test/java/nl/agilecc/agiledancers/SchoolManagementResourceTest.java

@@ -175,7 +175,8 @@ class SchoolManagementResourceTest {
             given().put(school + "/dance-groups/" + group + "/dancers/" + dancer)
                     .then()
                     .statusCode(204);
-            given().post(show + "/schedule").then().statusCode(200).body("optimal", equalTo(true));
+            given().post(show + "/schedule").then().statusCode(202).body("state", equalTo("RUNNING"));
+            awaitScheduling(show);
             given().get(show).then().body("dayParts[0].danceGroupIds", contains((int) group));
             final String before = given().get(show).asString();
             for (final String count : new String[] {"0", "2", "1.5", "7"}) {
@@ -291,4 +292,13 @@ class SchoolManagementResourceTest {
     private static ValidatableResponse put(final String path, final Object body) {
         return given().contentType("application/json").body(body).put(path).then();
     }
+
+    private static void awaitScheduling(final String show) {
+        final long deadline = System.nanoTime() + java.util.concurrent.TimeUnit.SECONDS.toNanos(15);
+        while ("RUNNING".equals(given().get(show + "/schedule").jsonPath().getString("state"))
+                && System.nanoTime() < deadline) {
+            java.util.concurrent.locks.LockSupport.parkNanos(java.util.concurrent.TimeUnit.MILLISECONDS.toNanos(20));
+        }
+        given().get(show + "/schedule").then().statusCode(200).body("state", equalTo("OPTIMAL"));
+    }
 }

agiledancers-be/src/test/java/nl/agilecc/agiledancers/service/SchedulingRunsTest.java

@@ -0,0 +1,180 @@
+package nl.agilecc.agiledancers.service;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotEquals;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import java.time.LocalDate;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.concurrent.locks.LockSupport;
+import nl.agilecc.agiledancers.model.DayPart;
+import nl.agilecc.agiledancers.model.Show;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingFailureKind;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingInput;
+import nl.agilecc.agiledancers.model.scheduling.SchedulingResult;
+import nl.agilecc.agiledancers.model.specifications.DanceGroupType;
+import nl.agilecc.agiledancers.model.specifications.DayPartType;
+import nl.agilecc.agiledancers.service.model.GroupDetails;
+import nl.agilecc.agiledancers.service.model.SchedulingRun;
+import nl.agilecc.agiledancers.service.port.SchedulingEngine;
+import nl.agilecc.agiledancers.solver.OrToolsSchedulingEngine;
+import org.junit.jupiter.api.Test;
+
+class SchedulingRunsTest {
+    private final SchoolManagementService schools = new SchoolManagementService();
+    private final long school = schools.createSchool("School").getId();
+
+    public @Test void startsInBackgroundRejectsDuplicatesAndRecoversCurrentStatus() throws Exception {
+        final Show show = show();
+        final var entered = new CountDownLatch(1);
+        final var release = new CountDownLatch(1);
+        final var updates = new AtomicReference<List<SchedulingRun>>();
+        final var runs = new SchedulingRuns(schools, blocking(entered, release));
+        try {
+            final Runnable unsubscribe = runs.subscribe(updates::set);
+            assertTrue(updates.get().isEmpty());
+            final SchedulingRun started = runs.start(school, show.getId());
+            assertEquals("RUNNING", started.state());
+            assertTrue(entered.await(10, TimeUnit.SECONDS));
+            assertEquals(started, runs.status(school, show.getId()));
+            assertThrows(ManagementException.class, () -> runs.start(school, show.getId()));
+            unsubscribe.run();
+            final var reconnect = new AtomicReference<List<SchedulingRun>>();
+            final Runnable disconnect = runs.subscribe(reconnect::set);
+            assertEquals(started, reconnect.get().getFirst());
+            release.countDown();
+            final SchedulingRun finished = await(runs, show);
+            assertEquals("OPTIMAL", finished.state());
+            assertEquals(0, finished.summary().performanceSpread());
+            assertTrue(finished.progress().feasible());
+            assertTrue(finished.finishedAt().compareTo(finished.startedAt()) >= 0);
+            assertFalse(show.getDayParts().getFirst().getDanceGroups().isEmpty());
+            assertEquals("RUNNING", updates.get().getFirst().state());
+            disconnect.run();
+            assertNotEquals(started.runId(), runs.start(school, show.getId()).runId());
+            await(runs, show);
+        } finally {
+            release.countDown();
+            runs.close();
+        }
+    }
+
+    public @Test void differentShowsRunConcurrentlyAndEditsRejectStaleResults() throws Exception {
+        final Show first = show();
+        final Show second = show();
+        final var entered = new CountDownLatch(2);
+        final var release = new CountDownLatch(1);
+        final var runs = new SchedulingRuns(schools, blocking(entered, release));
+        try {
+            runs.start(school, first.getId());
+            runs.start(school, second.getId());
+            assertTrue(entered.await(10, TimeUnit.SECONDS));
+            schools.touch(first);
+            release.countDown();
+            assertEquals("STALE", await(runs, first).state());
+            assertTrue(first.getDayParts().getFirst().getDanceGroups().isEmpty());
+            assertEquals("OPTIMAL", await(runs, second).state());
+        } finally {
+            release.countDown();
+            runs.close();
+        }
+    }
+
+    public @Test void failuresRemainVisibleAndReleaseTheShowForRetry() {
+        final Show show = show();
+        final List<SchedulingEngine> engines = new ArrayList<>();
+        engines.add((final SchedulingInput input) -> {
+            throw new IllegalStateException("failure");
+        });
+        engines.add((final SchedulingInput input) -> {
+            throw new UnsatisfiedLinkError("native");
+        });
+        engines.add((final SchedulingInput input) -> null);
+        for (final SchedulingFailureKind kind : SchedulingFailureKind.values()) {
+            engines.add((final SchedulingInput input) -> {
+                throw new SchedulingFailure(kind, "Explained outcome");
+            });
+        }
+        for (final SchedulingEngine engine : engines) {
+            assertFailure(show, engine);
+        }
+    }
+
+    private void assertFailure(final Show show, final SchedulingEngine engine) {
+        final var runs = new SchedulingRuns(schools, engine);
+        try {
+            runs.start(school, show.getId());
+            final SchedulingRun failed = await(runs, show);
+            assertNotEquals("RUNNING", failed.state());
+            assertTrue(failed.message().contains("behouden"));
+            assertTrue(show.getDayParts().getFirst().getDanceGroups().isEmpty());
+            schools.endScheduling(schools.beginScheduling(school, show.getId()).showId());
+        } finally {
+            runs.close();
+        }
+    }
+
+    public @Test void validUnprovenResultIsAppliedAndShutdownRejectsNewWorkWithoutLeakingGuard() {
+        final Show show = show();
+        final SchedulingEngine engine = (final SchedulingInput input) -> new SchedulingResult(
+                false, new OrToolsSchedulingEngine().solve(input).assignments());
+        final var runs = new SchedulingRuns(schools, engine);
+        runs.start(school, show.getId());
+        assertEquals("VALID", await(runs, show).state());
+        runs.close();
+        assertThrows(java.util.concurrent.RejectedExecutionException.class, () -> runs.start(school, show.getId()));
+        assertEquals("SOLVER_FAILED", runs.status(school, show.getId()).state());
+        schools.endScheduling(schools.beginScheduling(school, show.getId()).showId());
+    }
+
+    private Show show() {
+        final long group = schools.createGroup(
+                        school, new GroupDetails("Group", DanceGroupType.REGULAR, 0, 99, Set.of()))
+                .getId();
+        schools.addGroupDancer(
+                school,
+                group,
+                schools.createDancer(school, "Dancer", LocalDate.of(2000, 1, 1)).getId());
+        return schools.createShow(
+                school,
+                "Show",
+                List.of(DayPart.builder()
+                        .date(LocalDate.of(2027, 1, 1))
+                        .type(DayPartType.MORNING)
+                        .danceGroups(List.of())
+                        .build()),
+                null);
+    }
+
+    private SchedulingEngine blocking(final CountDownLatch entered, final CountDownLatch release) {
+        return (final SchedulingInput input) -> {
+            entered.countDown();
+            try {
+                assertTrue(release.await(10, TimeUnit.SECONDS));
+            } catch (final InterruptedException failure) {
+                Thread.currentThread().interrupt();
+                throw new IllegalStateException(failure);
+            }
+            // The real solver's callbacks are covered separately; exercise the default port overload here.
+            return new OrToolsSchedulingEngine().solve(input);
+        };
+    }
+
+    private SchedulingRun await(final SchedulingRuns runs, final Show show) {
+        final long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(10);
+        SchedulingRun status = runs.status(school, show.getId());
+        while (status.state().equals("RUNNING") && System.nanoTime() < deadline) {
+            LockSupport.parkNanos(TimeUnit.MILLISECONDS.toNanos(10));
+            status = runs.status(school, show.getId());
+        }
+        assertNotEquals("RUNNING", status.state());
+        return status;
+    }
+}

agiledancers-fe/e2e/school-management.spec.ts

@@ -143,8 +143,13 @@ test('manages a school, shared memberships and shows through the real REST API',
   await page.getByRole('button', { name: /Schedule groups/ }).click();
   await expect(page.getByText('Planning voldoet aan alle harde regels.')).toBeVisible();
   await expect(
-    page.getByRole('status').filter({ hasText: 'Optimaal conceptrooster.' }),
+    page.locator('.scheduling-progress').filter({ hasText: 'Optimaal conceptrooster.' }),
   ).toBeVisible();
+  await expect(page.locator('.scheduling-snackbar')).toContainText('Zomershow');
+  await expect(page.locator('.scheduling-progress')).toContainText('Spreiding:');
+  await page.reload();
+  await expect(page.locator('.scheduling-progress')).toContainText('Optimaal conceptrooster.');
+  await expect(page.locator('.scheduling-snackbar')).toHaveCount(0);
   await page.getByRole('button', { name: 'Indeling en volgorde bewerken' }).click();
   const scheduleDialog = page.getByRole('dialog');
   await scheduleDialog.getByRole('button', { name: 'Definitief maken' }).click();

agiledancers-fe/nginx/default.conf.template

@@ -5,6 +5,10 @@ server {
     index index.html;
 
     location /api/ {
+        proxy_buffering off;
+        proxy_cache off;
+        proxy_http_version 1.1;
+        proxy_set_header Connection "";
         proxy_read_timeout 1860s;
         proxy_send_timeout 1860s;
         proxy_pass http://${BACKEND_UPSTREAM};

agiledancers-fe/src/app/app.config.ts

@@ -11,7 +11,10 @@ export const appConfig: ApplicationConfig = {
   providers: [
     provideBrowserGlobalErrorListeners(),
     provideHttpClient(),
-    provideRouter(routes, withInMemoryScrolling({ scrollPositionRestoration: 'enabled' })),
+    provideRouter(
+      routes,
+      withInMemoryScrolling({ scrollPositionRestoration: 'enabled', anchorScrolling: 'enabled' }),
+    ),
     { provide: LOCALE_ID, useValue: 'nl-NL' },
   ],
 };

agiledancers-fe/src/app/app.css

@@ -237,3 +237,30 @@ main {
     margin: 0 20px;
   }
 }
+
+.scheduling-snackbar {
+  position: fixed;
+  bottom: 1.5rem;
+  right: 1.5rem;
+  z-index: 1000;
+  display: flex;
+  align-items: center;
+  gap: 1rem;
+  max-width: min(40rem, calc(100vw - 3rem));
+  padding: 1rem 1.5rem;
+  background: #193b33;
+  color: white;
+  border-radius: 0.75rem;
+  box-shadow: 0 0.25rem 1rem #0003;
+}
+.scheduling-snackbar a {
+  color: white;
+  text-decoration: underline;
+}
+.scheduling-snackbar button {
+  background: transparent;
+  color: white;
+  border: 0;
+  cursor: pointer;
+  font-size: 1.5rem;
+}

agiledancers-fe/src/app/app.html

@@ -44,3 +44,19 @@
     </footer>
   </div>
 </div>
+
+@if (scheduling.notifications()[0]; as run) {
+  <aside class="scheduling-snackbar" role="status" aria-live="polite">
+    <span
+      ><strong>{{ run.showName }}</strong
+      >: {{ run.message }}</span
+    >
+    <a
+      [routerLink]="['/schools', run.schoolId, 'shows']"
+      [fragment]="'show-' + run.showId"
+      (click)="scheduling.dismiss()"
+      >Bekijk show</a
+    >
+    <button type="button" aria-label="Melding sluiten" (click)="scheduling.dismiss()">×</button>
+  </aside>
+}

agiledancers-fe/src/app/app.spec.ts

@@ -1,12 +1,17 @@
 import { TestBed } from '@angular/core/testing';
 import { provideRouter } from '@angular/router';
 import { App } from './app';
+import { SchedulingStatus } from './core/scheduling-status';
+import { signal } from '@angular/core';
 
 describe('Application shell', () => {
   it('provides navigation and a keyboard skip link', async () => {
     await TestBed.configureTestingModule({
       imports: [App],
-      providers: [provideRouter([])],
+      providers: [
+        provideRouter([]),
+        { provide: SchedulingStatus, useValue: { connect: vi.fn(), notifications: signal([]) } },
+      ],
     }).compileComponents();
     const fixture = TestBed.createComponent(App);
     await fixture.whenStable();

agiledancers-fe/src/app/app.ts

@@ -1,4 +1,5 @@
-import { Component } from '@angular/core';
+import { SchedulingStatus } from './core/scheduling-status';
+import { Component, inject, OnInit } from '@angular/core';
 import { RouterLink, RouterOutlet } from '@angular/router';
 
 @Component({
@@ -7,4 +8,10 @@ import { RouterLink, RouterOutlet } from '@angular/router';
   templateUrl: './app.html',
   styleUrl: './app.css',
 })
-export class App {}
+export class App implements OnInit {
+  readonly scheduling = inject(SchedulingStatus);
+
+  ngOnInit(): void {
+    this.scheduling.connect();
+  }
+}

agiledancers-fe/src/app/core/scheduling-status.spec.ts

@@ -0,0 +1,95 @@
+import { TestBed } from '@angular/core/testing';
+import { SchedulingRun, SchedulingStatus } from './scheduling-status';
+
+class FakeEventSource {
+  static current: FakeEventSource;
+  readonly close = vi.fn();
+  onmessage?: (event: { data: string }) => void;
+  onerror?: () => void;
+  constructor(readonly url: string) {
+    FakeEventSource.current = this;
+  }
+  send(runs: SchedulingRun[] | null): void {
+    this.onmessage?.({ data: JSON.stringify({ runs }) });
+  }
+}
+
+function run(state: string, runId = 'run-1'): SchedulingRun {
+  return {
+    runId,
+    schoolId: 1,
+    showId: 2,
+    showName: 'Zomershow',
+    startedAt: '2026-11-03T12:00:00Z',
+    finishedAt: state === 'RUNNING' ? null : '2026-11-03T12:01:02Z',
+    state,
+    progress: { phase: 'VARIETY', feasible: true },
+    message: 'Afgerond',
+    summary: null,
+  };
+}
+
+describe('Scheduling status over SSE', () => {
+  let status: SchedulingStatus;
+  beforeEach(() => {
+    vi.useFakeTimers();
+    vi.stubGlobal('EventSource', FakeEventSource);
+    TestBed.configureTestingModule({});
+    status = TestBed.inject(SchedulingStatus);
+    status.connect();
+  });
+  afterEach(() => {
+    TestBed.resetTestingModule();
+    vi.unstubAllGlobals();
+    vi.useRealTimers();
+  });
+
+  it('recovers an existing outcome without replaying old notifications', () => {
+    expect(FakeEventSource.current.url).toBe('/api/scheduling/events');
+    FakeEventSource.current.send([run('OPTIMAL')]);
+    expect(status.run(1, 2)?.state).toBe('OPTIMAL');
+    expect(status.notifications()).toEqual([]);
+    expect(status.elapsed(run('OPTIMAL'))).toBe('1m 2s');
+    expect(status.phase(run('OPTIMAL'))).toBe('Variatie');
+  });
+
+  it('announces a completion missed during disconnection exactly once', () => {
+    FakeEventSource.current.send([run('RUNNING')]);
+    FakeEventSource.current.onerror?.();
+    expect(status.connected()).toBe(false);
+    const disconnected = FakeEventSource.current;
+    vi.advanceTimersByTime(3000);
+    expect(FakeEventSource.current).not.toBe(disconnected);
+    expect(disconnected.close).toHaveBeenCalledOnce();
+    expect(status.run(1, 2)?.state).toBe('RUNNING');
+    FakeEventSource.current.send([run('VALID')]);
+    expect(status.connected()).toBe(true);
+    expect(status.notifications()).toHaveLength(1);
+    status.dismiss();
+    FakeEventSource.current.send([run('VALID')]);
+    expect(status.notifications()).toEqual([]);
+  });
+
+  it('does not treat heartbeats or phase changes as completions', () => {
+    FakeEventSource.current.send(null);
+    FakeEventSource.current.send([run('OPTIMAL')]);
+    expect(status.notifications()).toEqual([]);
+    FakeEventSource.current.send([run('RUNNING', 'run-2')]);
+    FakeEventSource.current.send(null);
+    expect(status.run(1, 2)?.runId).toBe('run-2');
+    expect(status.notifications()).toEqual([]);
+    FakeEventSource.current.send([run('SOLVER_FAILED', 'run-2')]);
+    expect(status.notifications()).toHaveLength(1);
+  });
+
+  it('retains a fast completion when the start response arrives after SSE', () => {
+    FakeEventSource.current.send([]);
+    FakeEventSource.current.send([run('OPTIMAL')]);
+    status.started(run('RUNNING'));
+    expect(status.run(1, 2)?.state).toBe('OPTIMAL');
+    status.connect();
+    const source = FakeEventSource.current;
+    TestBed.resetTestingModule();
+    expect(source.close).toHaveBeenCalledOnce();
+  });
+});

agiledancers-fe/src/app/core/scheduling-status.ts

@@ -0,0 +1,107 @@
+import { DestroyRef, inject, Injectable, signal } from '@angular/core';
+
+export interface SchedulingRun {
+  runId: string;
+  schoolId: number;
+  showId: number;
+  showName: string;
+  startedAt: string;
+  finishedAt: string | null;
+  state: string;
+  progress: { phase: string; feasible: boolean };
+  message: string;
+  summary: {
+    attendanceExcess: number;
+    performanceSpread: number;
+    varietyPenalty: number;
+  } | null;
+}
+
+@Injectable({ providedIn: 'root' })
+export class SchedulingStatus {
+  private readonly destroyRef = inject(DestroyRef);
+  readonly runs = signal<SchedulingRun[]>([]);
+  readonly connected = signal(false);
+  readonly notifications = signal<SchedulingRun[]>([]);
+  readonly now = signal(Date.now());
+  private source?: EventSource;
+  private reconnectTimer?: ReturnType<typeof setTimeout>;
+  private initialized = false;
+  private readonly seen = new Set<string>();
+
+  connect(): void {
+    if (this.source) return;
+    this.open();
+    const timer = setInterval(() => this.now.set(Date.now()), 1000);
+    this.destroyRef.onDestroy(() => {
+      this.source?.close();
+      clearTimeout(this.reconnectTimer);
+      clearInterval(timer);
+    });
+  }
+
+  private open(): void {
+    const source = new EventSource('/api/scheduling/events');
+    this.source = source;
+    source.onmessage = (event: MessageEvent<string>) => {
+      const eventData = JSON.parse(event.data) as { runs: SchedulingRun[] | null };
+      if (eventData.runs !== null) this.accept(eventData.runs);
+      this.connected.set(true);
+    };
+    source.onerror = () => {
+      this.connected.set(false);
+      // Retry also when a proxy error makes native EventSource reconnection stop permanently.
+      source.close();
+      clearTimeout(this.reconnectTimer);
+      this.reconnectTimer = setTimeout(() => this.open(), 3000);
+    };
+  }
+
+  private accept(runs: SchedulingRun[]): void {
+    for (const run of runs) {
+      if (run.state === 'RUNNING' || this.seen.has(run.runId)) continue;
+      this.seen.add(run.runId);
+      if (this.initialized) this.notifications.update((items) => [...items, run]);
+    }
+    this.initialized = true;
+    this.runs.set(runs);
+  }
+
+  run(schoolId: number, showId: number): SchedulingRun | undefined {
+    return this.runs().find((run) => run.schoolId === schoolId && run.showId === showId);
+  }
+
+  started(run: SchedulingRun): void {
+    // The SSE completion can arrive before the POST response. Never overwrite it with RUNNING.
+    if (this.runs().some((item) => item.runId === run.runId)) return;
+    this.runs.update((items) => [...items.filter((item) => item.showId !== run.showId), run]);
+  }
+
+  elapsed(run: SchedulingRun): string {
+    const seconds = Math.max(
+      0,
+      Math.floor(
+        ((run.finishedAt ? Date.parse(run.finishedAt) : this.now()) - Date.parse(run.startedAt)) /
+          1000,
+      ),
+    );
+    return `${Math.floor(seconds / 60)}m ${seconds % 60}s`;
+  }
+
+  phase(run: SchedulingRun): string {
+    return (
+      (
+        {
+          PREPARING: 'Voorbereiden',
+          ATTENDANCE: 'Aanwezigheid',
+          SPREAD: 'Spreiding',
+          VARIETY: 'Variatie',
+        } as Record<string, string>
+      )[run.progress.phase] ?? run.progress.phase
+    );
+  }
+
+  dismiss(): void {
+    this.notifications.update((items) => items.slice(1));
+  }
+}

agiledancers-fe/src/app/core/school-api.spec.ts

@@ -73,11 +73,11 @@ describe('SchoolApi contract', () => {
       .flush({ message: 'Invalid data' }, { status: 400, statusText: 'Bad Request' });
     expect(failure).toHaveBeenCalledOnce();
   });
-  it('schedules synchronously with room for the 30-minute solver limit', () => {
+  it('starts a background calculation without a solver-length HTTP timeout', () => {
     api.schedule(7, 3).subscribe();
     const request = http.expectOne('/api/dance-schools/7/shows/3/schedule');
     expect(request.request.method).toBe('POST');
-    expect(request.request.timeout).toBe(1860000);
+    expect(request.request.timeout).toBeUndefined();
     request.flush({ optimal: false, message: 'Valid result; optimal balance not proven' });
   });
 });

agiledancers-fe/src/app/core/school-api.ts

@@ -1,3 +1,4 @@
+import { SchedulingRun } from './scheduling-status';
 import { inject, Injectable } from '@angular/core';
 import { HttpClient } from '@angular/common/http';
 import { forkJoin, Observable } from 'rxjs';
@@ -47,12 +48,8 @@ export class SchoolApi {
   saveShow(schoolId: number, body: ShowRequest, id?: number): Observable<Show> {
     return this.save(`${this.base}/${schoolId}/shows`, body, id);
   }
-  schedule(schoolId: number, showId: number): Observable<{ optimal: boolean; message: string }> {
-    return this.http.post<{ optimal: boolean; message: string }>(
-      `${this.base}/${schoolId}/shows/${showId}/schedule`,
-      null,
-      { timeout: 1860000 },
-    );
+  schedule(schoolId: number, showId: number): Observable<SchedulingRun> {
+    return this.http.post<SchedulingRun>(`${this.base}/${schoolId}/shows/${showId}/schedule`, null);
   }
   saveAssignments(schoolId: number, showId: number, assignments: number[][]): Observable<Show> {
     return this.http.put<Show>(`${this.base}/${schoolId}/shows/${showId}/assignments`, {

agiledancers-fe/src/app/schools/school-page.html

@@ -344,7 +344,7 @@
       </div>
       <div class="show-list">
         @for (show of shows(); track show.id) {
-          <article class="show-card">
+          <article class="show-card" [id]="'show-' + show.id">
             <div class="date-tile">
               <strong>{{ firstDate(show) | date: 'dd' }}</strong
               ><span>{{ firstDate(show) | date: 'MMM yyyy' }}</span>
@@ -372,6 +372,48 @@
                     : 'Geen geldige planning. Plan de groepen opnieuw in.'
                 }}
               </p>
+              @if (schedulingStatus.run(context.school.id, show.id); as run) {
+                <div class="scheduling-progress" role="status">
+                  @if (!schedulingStatus.connected()) {
+                    <p>
+                      Verbinding verbroken. Status mogelijk verouderd; de berekening loopt door.
+                    </p>
+                  }
+                  @if (run.state === 'RUNNING') {
+                    <p>
+                      Bezig met inplannen · {{ schedulingStatus.phase(run) }} ·
+                      {{ schedulingStatus.elapsed(run) }}
+                    </p>
+                    <p>
+                      {{
+                        run.progress.feasible
+                          ? 'Geldige oplossing gevonden; optimalisatie loopt door.'
+                          : 'Nog geen geldige oplossing gevonden.'
+                      }}
+                    </p>
+                  } @else {
+                    <p>{{ run.message }}</p>
+                    <p>
+                      Afgerond: {{ run.finishedAt | date: 'dd-MM-yyyy HH:mm:ss' }} · Duur:
+                      {{ schedulingStatus.elapsed(run) }}
+                    </p>
+                    @if (run.summary; as summary) {
+                      <p>
+                        Aanwezigheid: {{ summary.attendanceExcess }} extra dagdelen boven voorkeur
+                        (showcasedansers, exclusief coaches).
+                      </p>
+                      <p>
+                        Spreiding: {{ summary.performanceSpread }} optredens verschil tussen drukste
+                        en rustigste dagdeel.
+                      </p>
+                      <p>
+                        Variatie: {{ summary.varietyPenalty }} strafpunten voor opeenvolgende
+                        groepen (lager is beter).
+                      </p>
+                    }
+                  }
+                </div>
+              }
               <button
                 type="button"
                 class="button primary"

agiledancers-fe/src/app/schools/school-page.ts

@@ -1,5 +1,5 @@
 import { SchoolTransfer } from '../shared/school-transfer';
-import { Component, computed, DestroyRef, inject, OnInit, signal } from '@angular/core';
+import { Component, computed, DestroyRef, effect, inject, OnInit, signal } from '@angular/core';
 import { DatePipe } from '@angular/common';
 import { takeUntilDestroyed } from '@angular/core/rxjs-interop';
 import { ActivatedRoute, Router, RouterLink, RouterLinkActive } from '@angular/router';
@@ -14,6 +14,7 @@ import {
   Show,
 } from '../core/api-models';
 import { apiError } from '../core/api-error';
+import { SchedulingStatus } from '../core/scheduling-status';
 import { SchoolApi } from '../core/school-api';
 import { EntityEditor } from '../shared/entity-editor';
 import { ConfirmDialog } from '../shared/confirm-dialog';
@@ -57,7 +58,30 @@ export class SchoolPage implements OnInit {
   readonly scheduleEditing = signal<Show | null>(null);
   readonly members = signal<DanceGroup | null>(null);
   readonly deleting = signal<DeleteTarget | null>(null);
-  readonly scheduling = signal<number[]>([]);
+  readonly schedulingStatus = inject(SchedulingStatus);
+  private readonly starting = signal<number[]>([]);
+  readonly scheduling = computed(() => [
+    ...this.starting(),
+    ...this.schedulingStatus
+      .runs()
+      .filter((run) => run.schoolId === this.data()?.school.id && run.state === 'RUNNING')
+      .map((run) => run.showId),
+  ]);
+  private readonly completed = new Set<string>();
+
+  constructor() {
+    effect(() => {
+      const schoolId = this.data()?.school.id;
+      let changed = false;
+      for (const run of this.schedulingStatus.runs()) {
+        if (run.schoolId !== schoolId || run.state === 'RUNNING' || this.completed.has(run.runId))
+          continue;
+        this.completed.add(run.runId);
+        changed = true;
+      }
+      if (changed) void this.reload();
+    });
+  }
   readonly deleteBusy = signal(false);
   readonly deleteError = signal('');
   readonly search = signal('');
@@ -151,20 +175,15 @@ export class SchoolPage implements OnInit {
       )
     )
       return;
-    this.scheduling.update((ids) => [...ids, show.id]);
+    this.starting.update((ids) => [...ids, show.id]);
     this.error.set('');
     try {
       const result = await firstValueFrom(this.api.schedule(schoolId, show.id));
-      this.notice.set(
-        result.optimal
-          ? 'Optimaal conceptrooster.'
-          : 'Geldig conceptrooster; optimaliteit niet bewezen.',
-      );
-      await this.reload();
+      this.schedulingStatus.started(result);
     } catch (error: unknown) {
       this.error.set(apiError(error));
     } finally {
-      this.scheduling.update((ids) => ids.filter((id) => id !== show.id));
+      this.starting.update((ids) => ids.filter((id) => id !== show.id));
     }
   }
   async reload(): Promise<void> {

specs/S12-validation.md

@@ -0,0 +1,79 @@
+# S12 implementation validation
+
+## Delivered behavior
+
+Scheduling starts through a short POST returning 202 and a run identifier.
+The backend reserves and snapshots inputs before submitting background work;
+completion applies a validated result or records a distinct unsuccessful outcome.
+Per-show exclusion remains in the shared school service, with different shows
+allowed to calculate concurrently. Status publication and subscription snapshots
+share a lock so connecting cannot miss a transition between snapshot and subscription.
+
+The solver publishes optimization phases and first feasible-solution discovery
+through a callback. Intermediate assignments remain private. Final summaries
+calculate the same attendance, spread and adjacency penalties as the solver.
+
+SSE provides a current snapshot on connection and status changes, with separate
+15-second heartbeats. The nginx proxy disables buffering. The frontend keeps one
+application-wide connection, explicitly retries connection errors (including
+permanent EventSource failures caused by proxy responses), and reconciles state
+without event replay. Run identifiers deduplicate completion notifications.
+
+## Validation
+
+- Maven verify: 60 backend tests passed, plus 19 standards-checker regression tests.
+- Backend line coverage: 1349/1387, or 97.26%, above the required 80%.
+- Frontend: 29 unit tests, production build and ESLint.
+- Playwright: three real REST/browser scenarios, including scheduling completion,
+  result summaries, a completion snackbar, reloading to recover the latest result
+  and suppression of old notifications after reload.
+- HTTP SSE integration verifies initial snapshot, pushed completion and a new
+  connection recovering the completed run.
+- Background tests cover duplicate exclusion, parallel shows, stale-result
+  rejection, preserved assignments, failure outcomes and retry after failure.
+- Frontend tests cover missed completion after disconnect, reconnection, heartbeat
+  handling, deduplication and completion arriving before the POST response.
+- Real solver tests cover phase/discovery callbacks, distinct infeasible/no-solution
+  outcomes and objective-summary definitions including coach exemptions.
+
+## Manual standards assessment
+
+No waivers or weakened checks were introduced. The architecture tests pass.
+New records contain immutable values; the SSE snapshot defensively copies its
+list. The ten-component SchedulingRun record groups run identity, timestamps,
+progress and outcome in one immutable snapshot, avoiding mutable task state in
+API responses. Solver observers use the existing application-owned port and
+framework-independent domain types; OR-Tools remains encapsulated in solver.
+
+Retained review signals:
+
+- SchedulingRuns fan-out (25): task orchestration uses JDK executor/collection
+  types, the scheduling port and immutable input/progress/result/status models.
+  Its injected dependencies remain two; splitting these short lifecycle methods
+  would distribute the shared publication and run-slot ordering.
+- SchedulingEventsResource fan-out (16): SSE/Mutiny transport, JSON envelope and
+  service subscription types are confined to the REST adapter.
+- OrToolsSchedulingEngine fan-out (21), solve cognitive complexity (11) and
+  length (40 code lines): the ordered three-stage loop retains deadline and
+  earlier-feasible-result fallback behavior while publishing phase/discovery.
+  requireSolution cyclomatic complexity (8) retains explicit mappings for stable
+  failure outcomes and their human-readable explanations.
+- Integration/background test fan-out and the background lifecycle test's
+  34-line method reflect real HTTP/solver fixtures and lifecycle assertions.
+  Existing REST-test length signals remain below blocking limits after adapting
+  them to await background completion.
+
+## Persistence follow-up in S16
+
+The maintainer explicitly transferred durable scheduling status and
+backend-restart recovery to S16 and approved completion of S12 with that scope
+adjustment. S12 is IN_REVIEW in `in_review/S12_support-async-feedback-for-scheduling`;
+implementation is ready for review and final acceptance is pending.
+
+The application currently stores schools, saved assignments and the latest
+scheduling status in memory. S16 now explicitly requires PostgreSQL storage of
+accepted runs and their latest status, atomic durable result/status commits,
+stable identifiers in recovered API/SSE snapshots and startup conversion of
+previously running calculations to Interrupted without automatic resumption.
+Restart/crash recovery tests belong to S16; the S12 validation above covers
+navigation, browser reload and connection recovery within one backend lifetime.

specs/in_review/S12_support-async-feedback-for-scheduling

@@ -1,6 +1,6 @@
 # S12 — Asynchronous feedback for scheduling
 
-Status: REFINED
+Status: IN_REVIEW
 
 Agreed after the grill-me interview; shared understanding confirmed.
 
@@ -38,9 +38,9 @@ and what the outcome is, including when I leave and return to the show page.
 - For a successful result, show a concise summary with concrete results for
   attendance, spread and variety, using understandable labels.
 - Clearly distinguish invalid input, infeasibility, solver failure, time limit
-  without a valid solution, rejection because inputs changed, and interruption
-  by a backend restart. Explain why no result was applied and that existing
-  assignments were preserved.
+  without a valid solution and rejection because inputs changed. Explain why
+  no result was applied and that existing assignments were preserved.
+  Backend-restart interruption recovery belongs to S16.
 
 ## Applying results
 
@@ -85,16 +85,17 @@ and what the outcome is, including when I leave and return to the show page.
 
 ## Persistence and backend restarts
 
-- Retain the latest scheduling status and outcome across backend restarts,
-  aligned with the PostgreSQL persistence specified in
-  `S16_store-state-in-persistent-storage`.
-- Calculations interrupted by a backend restart become recognizably Interrupted
-  rather than remaining Running indefinitely. Do not resume them automatically;
-  allow the user to start again.
-- Previously saved results survive restart. Volatile in-memory status alone
-  does not satisfy S12; its implementation must integrate with S16 storage.
-- Target the single active backend instance defined by S16. Distributed
-  execution and scheduling on another PC remain in S13.
+The maintainer explicitly transferred durable scheduling status and recovery
+following backend restarts to [S16](../refined/S16_store-state-in-persistent-storage)
+when completing S12. The latest status and outcome in S12 survive navigation,
+page reloads and SSE reconnection while the same backend process remains active.
+Schools, assignments and scheduling status currently remain in memory.
+
+S16 owns PostgreSQL storage of the latest run, atomic persistence of saved
+assignments and completed status, and startup recovery of previously running
+calculations as Interrupted without automatic resumption. Previously saved
+results must survive restart under S16. These are not completion criteria for S12.
+Distributed execution and scheduling on another PC remain in S13.
 
 ## Out of scope
 
@@ -106,34 +107,38 @@ and what the outcome is, including when I leave and return to the show page.
 
 ## Acceptance criteria
 
-- [ ] Starting Schedule Groups returns without waiting for solver completion;
+- [x] Starting Schedule Groups returns without waiting for solver completion;
       leaving or reloading the page does not interrupt the calculation.
-- [ ] Opening a show in another screen recovers its current backend status;
+- [x] Opening a show in another screen recovers its current backend status;
       duplicate runs for the same show are prevented in frontend and backend,
       while different shows can run concurrently.
-- [ ] Running status shows elapsed time, phase and discovery of a valid solution
+- [x] Running status shows elapsed time, phase and discovery of a valid solution
       during a phase, without a fabricated completion percentage or ETA.
-- [ ] SSE delivers status changes promptly through the deployed proxy. Initial
+- [x] SSE delivers status changes promptly through the deployed proxy. Initial
       connection and reconnection reconcile the current state, and loss of
       connectivity visibly marks status as potentially outdated.
-- [ ] Successful runs automatically apply their result after the existing start
+- [x] Successful runs automatically apply their result after the existing start
       confirmation, retain stale-input protection and distinguish proven optimal
       results from valid results at the time limit.
-- [ ] The final display includes finish time and concrete attendance, spread and
+- [x] The final display includes finish time and concrete attendance, spread and
       variety results when successful; unsuccessful outcomes are distinguishable
       and explain that previous assignments were preserved.
-- [ ] An application-wide snackbar reports completion or failure with the show
+- [x] An application-wide snackbar reports completion or failure with the show
       name and View show action, including after navigation to another page.
-- [ ] Connection recovery notifies once for a missed completion; phase changes,
+- [x] Connection recovery notifies once for a missed completion; phase changes,
       repeated reconnection and reopening do not replay old snackbars.
-- [ ] The latest status and outcome survive navigation, reload and backend
-      restart through persistent storage integrated with S16.
-- [ ] After backend restart, interrupted calculations are marked Interrupted,
-      do not resume automatically and can be started again; saved results remain.
+- [x] The latest status and outcome survive navigation, page reload and SSE
+      reconnection within the lifetime of the running backend. Durable storage
+      and recovery after backend restart are explicitly transferred to S16.
 
-## Implementation handoff
+## Review handoff
 
-This specification records the agreed design and behavior. Backend and frontend
-changes, persistence integration, proxy configuration and validation are
-subsequent implementation work. S12 replaces S9's synchronous request behavior
-while retaining the existing scheduling and result-application protections.
+Background execution, solver progress callbacks, SSE, frontend status recovery,
+result summaries, proxy streaming configuration and application-wide completion
+notifications are implemented and verified. S12 replaces S9's synchronous request
+behavior while retaining scheduling and result-application protections.
+
+See [S12 validation](../S12-validation.md) for verification and retained standards
+signals. Durable storage and backend-restart recovery are tracked in S16 and do
+not block review of this specification under the agreed scope adjustment.
+Implementation is ready for review; final acceptance is pending.

specs/refined/S16_store-state-in-persistent-storage

@@ -69,6 +69,34 @@ JSON remains the import/export format, rather than the primary storage model.
   interrupted, rather than remain indefinitely marked as running. They do not
   resume automatically. Previously saved results remain available.
 
+## Persistent scheduling status (transferred from S12)
+
+The maintainer explicitly moved durable scheduling status and backend-restart
+recovery from S12 to S16 when completing S12. S12 supplies background execution,
+status snapshots, SSE and notifications within the lifetime of the backend.
+
+- Persist the latest calculation per show in PostgreSQL, including its run
+  identifier, school/show identity, start and finish timestamps, state, latest
+  phase, whether a valid solution was found, outcome explanation and final
+  attendance/spread/variety summary when available. A run history is not required.
+- Persist acceptance of a run before acknowledging its start. After restart or
+  crash, an accepted calculation must remain identifiable even if it never
+  produced a result.
+- Commit successful assignment replacement and its completed run status
+  atomically. Publish success through the status API and SSE only after the
+  transaction commits. A failed commit must not leave a successful status with
+  missing assignments, or replaced assignments with an outdated running status.
+- On startup, mark calculations left Running by the previous backend instance
+  as Interrupted before serving their recovered status. Explain that no new
+  result was applied, retain previously saved assignments and allow a new run.
+  Do not resume calculations automatically or retain their old run-slot guards.
+- Recover the latest status and outcome through S12's existing status endpoint
+  and initial/reconnection SSE snapshots. Preserve stable run identifiers so
+  reconnecting clients can deduplicate notifications; reopening the application
+  must not replay old completion snackbars.
+- Verify recovery after both graceful restart and abrupt process termination,
+  including a calculation running at termination and a completed saved result.
+
 ## Database failures and schema changes
 
 - Refuse mutations while the database is unavailable and provide a clear failure
@@ -103,8 +131,14 @@ for now. S16 does not promise recovery after loss of the database or its volume.
       another: the stale edit receives a clear conflict response, and the user
       can reload and retry.
 - [ ] Scheduling results based on outdated input revisions are rejected.
-- [ ] Interrupted calculations are recognizably interrupted after restart;
-      previously saved results remain available.
+- [ ] The latest accepted scheduling run, its stable identifier, timestamps,
+      progress, outcome and objective summary survive normal restart and crash
+      and are returned through the status API and SSE snapshots.
+- [ ] Successful assignment replacement and completed run status commit
+      atomically; success is published only after durable commit.
+- [ ] Calculations left Running become Interrupted before recovered status is
+      served; previous assignments remain, no automatic resumption occurs and a
+      new run can start. Reopening does not replay old completion snackbars.
 - [ ] Database unavailability prevents successful mutation acknowledgements;
       startup connection and migration failures are clearly reported.
 - [ ] An empty database can be initialized through Flyway and populated through