feat: ship premium IT-focused vacancy radar

2026-07-22 15:16:15 +02:00
parent 7d3d026d1d
commit 029df89265
23 changed files with 838 additions and 53 deletions
@@ -2,6 +2,22 @@

 Alle betekenisvolle wijzigingen worden hier bijgehouden. Het project volgt voorlopig een pre-1.0 semantische versieaanpak.

+## 0.2.11 — 2026-07-22
+
+### Gewijzigd
+
+- De standaardradar toont alleen titelmatig aantoonbare IT-vacatures en laat verborgen/hard uitgesloten matches weg; het volledige bron- en scorearchief blijft expliciet bereikbaar.
+- Vacatures worden standaard op de laatste persoonlijke matchscore gerangschikt en tonen scorebewijs, datakwaliteit, aandachtspunt en directe acties in de lijst.
+- Vandaag gebruikt uitsluitend de laatste gebruikersgescopeerde score en telt alleen persoonlijke open dossiers.
+- Dashboard, vacaturelijst en detail volgen de Stitch-panelhiërarchie met context-rails, rijkere evidencekaarten en een adaptieve contentbreedte tot 2240 px.
+- Op 1920 en 2560 px krijgen resultaatfeeds twee kolommen; op 320 px stapelen filters, sectiekoppen en acties zonder horizontale overflow.
+- Feedbackterugkeer is tegen externe redirects afgeschermd en `/favicon.ico` gebruikt het lokale SVG-favicon.
+
+### Verificatie
+
+- 225 tests geslaagd, 2 optionele Playwrightvarianten overgeslagen en 84,53% branch-aware codedekking; Ruff, Django, migraties, taakledger en repositoryvalidatie zijn groen.
+- De geïntegreerde browsermatrix controleerde zes kernroutes en zes breedtes van 320 tot 2560 px, dark/light, mobiele navigatie en de radar-/archiefflow zonder horizontale paginaoverflow.
+
 ## 0.2.10 — 2026-07-22

 ### Gewijzigd
@@ -10,7 +10,7 @@ from apps.profiles.models import SearchProfile
 def navigation_context(request: HttpRequest) -> dict[str, Any]:
    context = {
        "app_name": "VacatureRadar",
-        "app_version": "0.2.2",
+        "app_version": "0.2.11",
    }
    if request.user.is_authenticated:
        context["navigation_profile"] = (
@@ -4,13 +4,15 @@ from django.conf import settings
 from django.contrib import messages
 from django.contrib.auth.mixins import LoginRequiredMixin
 from django.contrib.auth.views import LoginView
-from django.db.models import Count, Q
+from django.db.models import Count, OuterRef, Q, Subquery
 from django.http import JsonResponse
 from django.utils import timezone
 from django.views.generic import TemplateView

 from apps.core.rate_limit import clear_rate_limit, is_rate_limited, register_rate_limit_failure
 from apps.jobs.models import Application, JobPosting, ScoreRun
+from apps.jobs.services.relevance import it_relevance_query
+from apps.profiles.models import SearchProfile
 from apps.sources.models import Source
 from apps.sources.services.health import collect_source_health

@@ -83,9 +85,24 @@ class TodayView(LoginRequiredMixin, TemplateView):

    def get_context_data(self, **kwargs):
        context = super().get_context_data(**kwargs)
+        profile = SearchProfile.objects.filter(user=self.request.user, is_active=True).first()
+        latest_score_id = (
+            ScoreRun.objects.filter(job_id=OuterRef("job_id"), profile=profile)
+            .order_by("-created_at")
+            .values("pk")[:1]
+        )
        latest_scores = (
            ScoreRun.objects.select_related("job", "job__employer", "profile")
-            .filter(job__status=JobPosting.Status.ACTIVE, hard_exclusions=[])
+            .filter(
+                profile=profile,
+                job__status=JobPosting.Status.ACTIVE,
+                hard_exclusions=[],
+                recommendation__in=[
+                    ScoreRun.Recommendation.STRONG,
+                    ScoreRun.Recommendation.POSSIBLE,
+                ],
+            )
+            .filter(it_relevance_query("job__"), pk=Subquery(latest_score_id))
            .order_by("-score", "-created_at")
        )
        # Eén score per vacature, zonder PostgreSQL-specifieke DISTINCT ON.
@@ -99,6 +116,10 @@ class TodayView(LoginRequiredMixin, TemplateView):
            cards.append(score)
            if len(cards) >= 20:
                break
+        active_it_jobs = JobPosting.objects.filter(
+            Q(status=JobPosting.Status.ACTIVE) & it_relevance_query()
+        )
+        all_active_jobs = JobPosting.objects.filter(status=JobPosting.Status.ACTIVE)
        context.update(
            {
                "score_cards": cards,
@@ -106,13 +127,12 @@ class TodayView(LoginRequiredMixin, TemplateView):
                .exclude(status__in=[Application.Status.REJECTED, Application.Status.WITHDRAWN])
                .select_related("job", "job__employer")
                .order_by("follow_up_date", "-updated_at")[:3],
-                "active_jobs": JobPosting.objects.filter(status=JobPosting.Status.ACTIVE).count(),
-                "new_today": JobPosting.objects.filter(
-                    first_seen__date=timezone.localdate()
-                ).count(),
-                "applications_open": Application.objects.exclude(
-                    status__in=[Application.Status.REJECTED, Application.Status.WITHDRAWN]
-                ).count(),
+                "active_jobs": active_it_jobs.count(),
+                "filtered_non_it_jobs": all_active_jobs.exclude(it_relevance_query()).count(),
+                "new_today": active_it_jobs.filter(first_seen__date=timezone.localdate()).count(),
+                "applications_open": Application.objects.filter(user=self.request.user)
+                .exclude(status__in=[Application.Status.REJECTED, Application.Status.WITHDRAWN])
+                .count(),
                "source_counts": Source.objects.exclude(
                    domain="jobs.example.org", status=Source.Status.DISABLED
                ).aggregate(
@@ -0,0 +1,180 @@
+from __future__ import annotations
+
+import re
+from dataclasses import dataclass
+
+from django.db.models import Q
+
+from apps.profiles.models import SearchProfile
+
+from .normalization import normalize_token
+
+# Deliberately title-led: employer pages regularly mention digital systems in otherwise
+# non-IT vacancies. A description hit alone must therefore never make a vacancy relevant.
+IT_TITLE_TERMS = (
+    "it",
+    "ict",
+    "informatica",
+    "software",
+    "development engineer",
+    "devops",
+    "secops",
+    "cloud",
+    "data engineer",
+    "data scientist",
+    "data steward",
+    "database",
+    "dba",
+    "business intelligence",
+    "bi analyst",
+    "system engineer",
+    "systems engineer",
+    "systeembeheer",
+    "infrastructure engineer",
+    "infrastructuur engineer",
+    "network engineer",
+    "network architect",
+    "netwerkbeheer",
+    "netwerk engineer",
+    "cybersecurity",
+    "cyber security",
+    "security engineer",
+    "security architect",
+    "security analyst",
+    "information security",
+    "informatiebeveiliging",
+    "workplace engineer",
+    "modern workplace",
+    "digital workplace",
+    "service desk",
+    "servicedesk",
+    "helpdesk",
+    "support engineer",
+    "support specialist",
+    "application lead",
+    "application engineer",
+    "application manager",
+    "application specialist",
+    "applicatiebeheer",
+    "platform engineer",
+    "platform expert",
+    "solution architect",
+    "solutions architect",
+    "technical architect",
+    "technisch architect",
+    "functional analyst",
+    "functioneel analist",
+    "business analyst",
+    "product owner",
+    "web developer",
+    "mobile developer",
+    "low-code developer",
+    "low code developer",
+    "api developer",
+    "idm developer",
+    "power platform",
+    "forgerock",
+    "embedded",
+    "c#",
+    "front end",
+    "frontend",
+    "back end",
+    "backend",
+    "full stack",
+    "fullstack",
+    "php",
+    ".net",
+    "java",
+    "python",
+    "powershell",
+    "azure",
+    "aws",
+    "microsoft 365",
+    "linux",
+    "windows server",
+    "kubernetes",
+    "docker",
+    "terraform",
+    "erp",
+    "sap",
+    "machine learning",
+    "ai engineer",
+    "artificial intelligence",
+    "image processing",
+    "computer vision",
+    "qa engineer",
+    "test automation",
+)
+
+# These phrases can contain IT vocabulary while describing commercial, recruitment,
+# or educational-design work. They therefore override positive title signals.
+NON_IT_TITLE_TERMS = (
+    "business developer",
+    "business development",
+    "it recruitment",
+    "it recruiter",
+    "learning designer",
+)
+
+IT_PROFILE_TERMS = (*IT_TITLE_TERMS, "networking", "security", "active directory", "intune")
+
+
+def _term_pattern(term: str) -> str:
+    escaped = re.escape(term).replace(r"\ ", r"[\s/_-]+")
+    return rf"(?<!\w){escaped}(?!\w)"
+
+
+IT_TITLE_PATTERN = "(?:" + "|".join(_term_pattern(term) for term in IT_TITLE_TERMS) + ")"
+NON_IT_TITLE_PATTERN = "(?:" + "|".join(_term_pattern(term) for term in NON_IT_TITLE_TERMS) + ")"
+_IT_TITLE_RE = re.compile(IT_TITLE_PATTERN, re.IGNORECASE)
+_NON_IT_TITLE_RE = re.compile(NON_IT_TITLE_PATTERN, re.IGNORECASE)
+
+
+@dataclass(frozen=True)
+class ItRelevanceAssessment:
+    relevant: bool
+    signals: tuple[str, ...]
+    reason: str
+
+
+def assess_it_relevance(title: str) -> ItRelevanceAssessment:
+    normalized_title = normalize_token(title)
+    blocked_signal = _NON_IT_TITLE_RE.search(normalized_title)
+    if blocked_signal:
+        return ItRelevanceAssessment(
+            relevant=False,
+            signals=(),
+            reason=f"Niet-technische titelcontext: {blocked_signal.group(0)}.",
+        )
+    signals = tuple(
+        term
+        for term in IT_TITLE_TERMS
+        if re.search(_term_pattern(normalize_token(term)), normalized_title, re.IGNORECASE)
+    )
+    if signals:
+        return ItRelevanceAssessment(
+            relevant=True,
+            signals=signals[:4],
+            reason="IT-signaal in functietitel: " + ", ".join(signals[:4]),
+        )
+    return ItRelevanceAssessment(
+        relevant=False,
+        signals=(),
+        reason="Geen aantoonbaar IT-signaal in de functietitel.",
+    )
+
+
+def profile_requires_it_focus(profile: SearchProfile) -> bool:
+    configured = " ".join([profile.name, *profile.desired_titles, *profile.desired_skills])
+    normalized = normalize_token(configured)
+    return any(
+        re.search(_term_pattern(normalize_token(term)), normalized, re.IGNORECASE)
+        for term in IT_PROFILE_TERMS
+    )
+
+
+def it_relevance_query(prefix: str = "") -> Q:
+    """Return the database equivalent of the conservative title-led classifier."""
+    return Q(**{f"{prefix}original_title__iregex": IT_TITLE_PATTERN}) & ~Q(
+        **{f"{prefix}original_title__iregex": NON_IT_TITLE_PATTERN}
+    )
@@ -14,6 +14,7 @@ from apps.jobs.services.geocoding import resolve_cached_location
 from apps.profiles.models import SearchProfile

 from .normalization import normalize_token
+from .relevance import assess_it_relevance, profile_requires_it_focus


@dataclass(frozen=True)
@@ -227,6 +228,9 @@ def _hard_exclusions(
    conflicts = sorted(excluded_skills.intersection(explicit_job_skills))
    if conflicts:
        reasons.append("Uitgesloten verplichte skill: " + ", ".join(conflicts))
+    it_relevance = assess_it_relevance(job.original_title)
+    if profile_requires_it_focus(profile) and not it_relevance.relevant:
+        reasons.append(it_relevance.reason)
    return reasons, distance.distance_confidence


@@ -292,6 +296,7 @@ def _analyze_with_ai(job: JobPosting, profile: SearchProfile) -> tuple[AiAnalysi
 def calculate_score(job: JobPosting, profile: SearchProfile) -> ScoreResult:
    distance = _distance(job, profile)
    exclusions, distance_confidence = _hard_exclusions(job, profile, distance)
+    it_relevance = assess_it_relevance(job.original_title)
    title_fit = _title_fit(job, profile)
    skill_fit, present_skills, missing_skills = _skill_fit(job, profile)
    features = job.analysis_features or {}
@@ -381,6 +386,8 @@ def calculate_score(job: JobPosting, profile: SearchProfile) -> ScoreResult:
    concerns: list[str] = []
    if title_fit >= 0.75:
        positives.append("Functietitel sluit goed aan op het zoekprofiel.")
+    if it_relevance.relevant:
+        positives.append("IT-focus bevestigd via de functietitel.")
    if present_skills:
        positives.append("Herkenbare skills: " + ", ".join(present_skills[:6]))
    if job.direct_employer and not job.recruiter:
@@ -435,6 +442,11 @@ def calculate_score(job: JobPosting, profile: SearchProfile) -> ScoreResult:
        concerns=concerns,
        hard_exclusions=exclusions,
        evidence={
+            "it_relevance": {
+                "relevant": it_relevance.relevant,
+                "signals": list(it_relevance.signals),
+                "reason": it_relevance.reason,
+            },
            "distance_km": distance.exact_distance_km,
            "distance_has_data": distance.has_distance_data,
            "distance_exact": distance.exact_distance_km is not None,
@@ -3,10 +3,20 @@ from __future__ import annotations
 from django.contrib import messages
 from django.contrib.auth.decorators import login_required
 from django.contrib.auth.mixins import LoginRequiredMixin
-from django.db.models import CharField, DecimalField, OuterRef, Q, Subquery
+from django.db.models import (
+    CharField,
+    DateTimeField,
+    DecimalField,
+    F,
+    JSONField,
+    OuterRef,
+    Q,
+    Subquery,
+)
 from django.http import Http404, HttpResponse
 from django.shortcuts import get_object_or_404, redirect
 from django.urls import reverse
+from django.utils.http import url_has_allowed_host_and_scheme
 from django.views.decorators.http import require_POST
 from django.views.generic import DetailView, ListView, UpdateView

@@ -21,6 +31,7 @@ from .services.applications import (
    track_application_changes,
 )
 from .services.feedback import record_feedback
+from .services.relevance import it_relevance_query


 class JobListView(LoginRequiredMixin, ListView):
@@ -29,6 +40,15 @@ class JobListView(LoginRequiredMixin, ListView):
    context_object_name = "jobs"
    paginate_by = 30

+    VALID_RECOMMENDATIONS = {
+        ScoreRun.Recommendation.STRONG,
+        ScoreRun.Recommendation.POSSIBLE,
+        ScoreRun.Recommendation.WEAK,
+        ScoreRun.Recommendation.HIDDEN,
+    }
+    VALID_MATCH_FILTERS = {*VALID_RECOMMENDATIONS, "radar", "all"}
+    VALID_SORTS = {"match", "newest", "closing"}
+
    def get_queryset(self):
        queryset = JobPosting.objects.select_related("employer").all()
        profile = SearchProfile.objects.filter(user=self.request.user, is_active=True).first()
@@ -48,10 +68,27 @@ class JobListView(LoginRequiredMixin, ListView):
                match_recommendation=Subquery(
                    latest_score.values("recommendation")[:1], output_field=CharField()
                ),
+                match_positives=Subquery(
+                    latest_score.values("positives")[:1], output_field=JSONField()
+                ),
+                match_concerns=Subquery(
+                    latest_score.values("concerns")[:1], output_field=JSONField()
+                ),
+                match_hard_exclusions=Subquery(
+                    latest_score.values("hard_exclusions")[:1], output_field=JSONField()
+                ),
+                match_scored_at=Subquery(
+                    latest_score.values("created_at")[:1], output_field=DateTimeField()
+                ),
            )
        query = self.request.GET.get("q", "").strip()
        status = self.request.GET.get("status", "active").strip()
        workplace = self.request.GET.get("workplace", "").strip()
+        focus = self.request.GET.get("focus", "it").strip()
+        recommendation = self.request.GET.get("match", "radar").strip()
+        sort = self.request.GET.get("sort", "match").strip()
+        if recommendation not in self.VALID_MATCH_FILTERS:
+            recommendation = "radar"
        if query:
            queryset = queryset.filter(
                Q(original_title__icontains=query)
@@ -63,7 +100,51 @@ class JobListView(LoginRequiredMixin, ListView):
            queryset = queryset.filter(status=status)
        if workplace:
            queryset = queryset.filter(workplace_type=workplace)
-        return queryset.order_by("-first_seen")
+        if focus != "all":
+            queryset = queryset.filter(it_relevance_query())
+        if profile and recommendation == "radar":
+            queryset = queryset.filter(
+                Q(
+                    match_recommendation__in=[
+                        ScoreRun.Recommendation.STRONG,
+                        ScoreRun.Recommendation.POSSIBLE,
+                        ScoreRun.Recommendation.WEAK,
+                    ]
+                )
+                | Q(match_recommendation__isnull=True)
+            )
+        elif profile and recommendation in self.VALID_RECOMMENDATIONS:
+            queryset = queryset.filter(match_recommendation=recommendation)
+        if sort not in self.VALID_SORTS:
+            sort = "match"
+        if sort == "newest":
+            return queryset.order_by("-first_seen", F("match_score").desc(nulls_last=True))
+        if sort == "closing":
+            return queryset.order_by(F("valid_through").asc(nulls_last=True), "-first_seen")
+        return queryset.order_by(F("match_score").desc(nulls_last=True), "-first_seen")
+
+    def get_context_data(self, **kwargs):
+        context = super().get_context_data(**kwargs)
+        active_jobs = JobPosting.objects.filter(status=JobPosting.Status.ACTIVE)
+        it_jobs = active_jobs.filter(it_relevance_query())
+        context.update(
+            {
+                "active_profile": SearchProfile.objects.filter(
+                    user=self.request.user, is_active=True
+                ).first(),
+                "active_job_count": active_jobs.count(),
+                "it_job_count": it_jobs.count(),
+                "filtered_non_it_count": active_jobs.exclude(it_relevance_query()).count(),
+                "current_focus": self.request.GET.get("focus", "it"),
+                "current_match": (
+                    self.request.GET.get("match", "radar")
+                    if self.request.GET.get("match", "radar") in self.VALID_MATCH_FILTERS
+                    else "radar"
+                ),
+                "current_sort": self.request.GET.get("sort", "match"),
+            }
+        )
+        return context


 class JobDetailView(LoginRequiredMixin, DetailView):
@@ -113,7 +194,13 @@ def job_feedback(request, pk):
    )
    messages.success(request, "Actie opgeslagen.")
    next_url = request.POST.get("next")
-    return redirect(next_url or reverse("jobs:detail", kwargs={"pk": pk}))
+    if next_url and url_has_allowed_host_and_scheme(
+        next_url,
+        allowed_hosts={request.get_host()},
+        require_https=request.is_secure(),
+    ):
+        return redirect(next_url)
+    return redirect(reverse("jobs:detail", kwargs={"pk": pk}))


 class ApplicationListView(LoginRequiredMixin, ListView):
@@ -4,11 +4,18 @@ from django.conf import settings
 from django.conf.urls.static import static
 from django.contrib import admin
 from django.contrib.auth import views as auth_views
+from django.templatetags.static import static as static_url
 from django.urls import include, path
+from django.views.generic import RedirectView

 from apps.core.views import SecurityAwareLoginView

 urlpatterns = [
+    path(
+        "favicon.ico",
+        RedirectView.as_view(url=static_url("favicon.svg"), permanent=True),
+        name="favicon",
+    ),
    path("admin/", admin.site.urls),
    path(
        "login/",
@@ -1444,6 +1444,50 @@ tasks:
    note: GeoNames België postcodedataset 2026-04-03 onder CC BY 4.0 gereviewd, checksums vastgelegd, 2781 unieke
      rijen gevalideerd en 5562 lookuprecords geïmporteerd; 2400 Mol opgelost naar 51.1919, 5.1166 en actieve profielscores
      herberekend.
+- id: VR-206
+  title: Premium Stitch-cockpit en deterministische IT-focus
+  status: done
+  priority: P0
+  requirement_ids:
+  - PR-040
+  - PR-050
+  - PR-051
+  - NFR-004
+  - NFR-008
+  depends_on:
+  - VR-119
+  - VR-120
+  - VR-205
+  summary: Audit de volledige gebruikersflow in code en browser, voorkom dat niet-IT-vacatures de dagelijkse radar
+    vervuilen en benut de Stitch-compositie veel dominanter op mobiel, desktop en widescreen.
+  acceptance_criteria:
+  - Een deterministische en uitlegbare IT-relevantieregel heeft voorrang op scoring en AI; niet-IT-vacatures zijn
+    standaard afwezig uit Vandaag en de vacaturefeed maar blijven via een expliciete archiefkeuze inspecteerbaar.
+  - De vacaturefeed gebruikt echte score-evidence, bruikbare relevantie-/match-/sorteerfilters en toont standaard
+    de meest relevante IT-kansen in plaats van louter de nieuwste bronrecords.
+  - Dashboard, vacaturelijst en vacaturedetail nemen de bruikbare Stitch-panelhiërarchie, informatiedichtheid en
+    actiepatronen over zonder fictieve metrics, quick-apply of externe frontendafhankelijkheden.
+  - De shell en kernlayouts schalen inhoudelijk tussen 320 en 2560 px; widescreen voegt bruikbare kolommen/panelen
+    toe en laat de inhoud niet op een smalle 1280px-strook staan.
+  - Focus, headings, labels, lege toestanden, dark/light contrast, mobiele navigatie en reduced motion blijven toegankelijk;
+    kernroutes hebben geen horizontale paginaoverflow of browserconsolefouten.
+  verification:
+  - uv run pytest tests/unit/test_relevance.py tests/unit/test_scoring.py tests/integration/test_views.py tests/e2e/test_vr114_browser_and_accessibility.py
+  - ./scripts/codex_verify.sh
+  - Browsermatrix op 2560x1440, 1920x1080, 1440x900, 1024x768, 390x844 en 320x800
+  primary_paths:
+  - apps/jobs/services/relevance.py
+  - apps/jobs/services/scoring.py
+  - apps/jobs/views.py
+  - templates/dashboard/today.html
+  - templates/jobs/list.html
+  - templates/jobs/detail.html
+  - static/css/app.css
+  - docs/design/STITCH_INTEGRATION_PLAN.md
+  result:
+    completed_at: '2026-07-22'
+    note: 'Volledige code- en browseraudit: deterministische IT-focus, laatste gebruikersscore, premium Stitch-feed/detail
+      en adaptieve 320-2560px-layout; 225 tests groen en browsermatrix geslaagd.'
 - id: VR-301
  title: Multi-tenant SaaS, teams en billing
  status: deferred
@@ -1,7 +1,7 @@
 # Projectstatus

 - Laatst bijgewerkt: 2026-07-22
- Repositoryversie: 0.2.10 Kempen-werkgeversradar en GeoNames
+- Repositoryversie: 0.2.11 premium IT-radar en ultrawide Stitch-cockpit
 - Uitvoeringsmodus: autonome backlog
 - Eerste uitvoerbare taak: controleer met `python scripts/backlog.py next`

@@ -131,6 +131,15 @@ VR-201/VR-205-herverificatie op 2026-07-22:
 - de fetcher valideert het werkelijk verbonden publieke peer-IP, zodat legitieme CDN-rotatie van DAF en Xplore Group veilig wordt ondersteund;
 - taakledger bevat 44 taken: 38 `done`, 3 `blocked-external`, 3 `deferred` en 0 `ready`.

+VR-206-herverificatie op 2026-07-22:
+
+- 225 geslaagde tests en 2 optioneel overgeslagen pytest-Playwrightvarianten; HTML/a11y-fallback geslaagd;
+- 84,53% branch-aware codedekking; Ruff, Django system check, migratiecontrole, taakledger en repositoryvalidatie geslaagd via `scripts/codex_verify.sh`;
+- de standaardradar gebruikt een deterministische titelgestuurde IT-grens en laat verborgen/hard uitgesloten matches weg, met expliciete archiefopties voor volledige inspectie;
+- de lokale auditinventaris telt 336 actieve records: 108 aantoonbare IT-titels, 228 gefilterde niet-IT-records en 102 kaarten in de persoonlijke radarselectie;
+- de Stitch-cockpit benut maximaal 2240 px met tweekoloms matchfeeds op ultrawide; de zes kernroutes zijn handmatig gecontroleerd op 320, 390, 1024, 1440, 1920 en 2560 px zonder horizontale paginaoverflow;
+- dark/light, gelabelde velden, mobiele drawer, score-/confidencecopy, archieffilters en inline bewaren zijn in de geïntegreerde browser gecontroleerd.
+
 ## Deploymentstatus

 - `main` is via de bestaande Gitea-SSH-sleutel naar `NuklearRabbit/VacatureRadar` gepusht.
@@ -141,6 +150,13 @@ VR-201/VR-205-herverificatie op 2026-07-22:

 ## Laatste uitgevoerde backlogtaak

+- 2026-07-22: `VR-206` voltooid.
+  - Niet-IT-vacatures en commercieel/recruitmentmisleidende IT-titels zijn standaard uit Vandaag en de vacaturefeed verwijderd zonder bronhistoriek te wissen.
+  - Matchsortering, radar-/archieffilters, score-evidence en gebruikersgescopeerde dashboardscores maken de dagelijkse selectie beslisbaar.
+  - De Stitch-dominante shell, feeds, details en context-rails schalen van 320 tot 2560 px en gebruiken op ultrawide twee resultaatkolommen.
+  - Een open redirect in feedbackterugkeer, 320 px bronoverflow en de ontbrekende faviconfallback zijn als auditbevindingen mee opgelost.
+  - Volgende taak: geen uitvoerbare `ready` taak; `VR-202`, `VR-203` en `VR-204` blijven `blocked-external`.
+
 - 2026-07-22: `VR-201` en `VR-205` voltooid.
  - De officiële GeoNames-postcodedataset lost postcode 2400 op naar Mol en levert indicatieve postcodecentrumafstanden; licentie, versie, reviewdatum en twee SHA-256-checksums zijn vastgelegd.
  - Gemeente Mol, Ziekenhuis Geel, lokaal bestuur Geel, Stad Turnhout, Group Renotec, Ravago, Sanofi Geel en DAF Trucks Westerlo zijn na fixtures, negatieve routechecks en twee livecycli actief.
@@ -52,11 +52,12 @@ mag in een afgeschermde browsercontext uitvallen zonder de bediening te breken.
 ## 4. Spacing en layout

 - 4/8px-gebaseerde schaal;
- contentcontainer maximaal 1600px zodat de cockpit op brede schermen bruikbaar blijft;
+- contentcontainer maximaal 2240px; vanaf 1850px gebruikt de cockpit extra resultaatkolommen en
+  contextpanelen in plaats van alleen langere tekstregels;
 - kaarten met consistente padding 20–24px desktop, 16px mobiel;
 - minimaal 44×44px touch targets voor primaire interactie;
 - vaste zijbalk van 272px boven 900px, toegankelijke uitschuifnavigatie daaronder;
- grids breken onder 1180px, 900px en 680px logisch af;
+- grids breken rond 1850px, 1350px, 1180px, 900px en 680px logisch af;
 - vaste/sticky elementen mogen content niet bedekken.

 ## 5. Componenten
@@ -19,6 +19,17 @@ Na productfeedback is de integratie aangescherpt: Stitch bepaalt nu niet alleen

 De bedoelde “circa 90% Stitch” slaat hiermee op overgenomen visuele structuur en interactiehiërarchie, niet op het kopiëren van fictieve content, externe assets, auto-apply of routes waarvoor het domeinmodel geen betrouwbare data bezit.

+## VR-206: premium radar en ultrawide compositie
+
+De volledige audit maakt de Stitch-compositie ook functioneel dominant. De vacaturefeed start met
+een brede commandofilter, toont beslisbare score-evidence en krijgt op breed desktop een vaste
+radarcontext. Vanaf 1850 px worden matchfeeds tweekoloms; de shell benut maximaal 2240 px in plaats
+van de vroegere 1280 px. Op mobiel worden filters, sectiekoppen en acties lineair gestapeld.
+
+De visuele hiërarchie is gekoppeld aan een deterministische IT-grens: niet-IT en hard uitgesloten
+matches zijn standaard afwezig. Het volledige archief en verborgen scores blijven expliciet
+inspecteerbaar, zodat premium rust niet ten koste gaat van auditbaarheid.
+
 ## Visuele richting

 - Donkere cockpit als standaard: diep marineblauw, tonale panelen, fijne slate-randen, signaalcyaan voor primaire interactie, emerald voor aantoonbaar gezonde status en koraal/amber voor fouten of aandacht.
@@ -58,7 +69,7 @@ De bedoelde “circa 90% Stitch” slaat hiermee op overgenomen visuele structuu

 ## Responsive en toegankelijkheid

- Validatiebreedtes: 1440×900, 1280×800, 1024×768, 768×1024, 390×844 en 360×800.
+- Validatiebreedtes: 2560×1440, 1920×1080, 1440×900, 1024×768, 390×844 en 320×800.
 - Eén `h1` per pagina, semantische landmarks, zichtbare focus, toetsenbordbediening, 44px touchdoelen waar praktisch, tekstlabels naast statuskleur en een robuuste skiplink.
 - Tabellen schakelen op smalle schermen naar kaartachtige rijen of blijven gecontroleerd horizontaal scrolbaar wanneer kolomvergelijking essentieel is.
 - Animatie is subtiel en volledig uitgeschakeld bij `prefers-reduced-motion`.
@@ -56,6 +56,8 @@ Regels:
 Filters:

 - vrije tekst;
+- relevantiefocus: standaard aantoonbare IT-titels, met expliciet volledig bronarchief;
+- radarselectie: standaard geen harde uitsluitingen of verborgen score, met aparte inspectiefilters;
 - status;
 - recommendation/scoreband;
 - werkvorm;
@@ -65,6 +67,10 @@ Filters:

 Desktop gebruikt een compacte filterbalk; mobiel een disclosurepanel. Filters blijven in querystring zodat bookmarks en back navigation werken.

+De standaardvolgorde is persoonlijke matchscore, niet importtijd. Niet-IT-inhoud wordt niet
+verwijderd: ze blijft uitsluitend via `Volledig archief` bereikbaar. Een beschrijvingshit alleen
+mag nooit een niet-IT-titel promoveren.
+
 Tabel of kaarten kiezen op breedte. Geen horizontale scroll voor kernvelden.

 ## 5. Vacaturedetail
@@ -0,0 +1,65 @@
+# VR-206 volledige UX-, logica- en browseraudit
+
+Datum: 2026-07-22
+
+## Uitgangssituatie
+
+De productiecontrole toonde 242 actieve vacatures. De standaardlijst sorteerde hoofdzakelijk op
+`first_seen` en liet elke actieve vacature zien. Daardoor stonden onder meer facilitaire techniek,
+logopedie, vroedkunde en niet-IT-onderzoek tussen de persoonlijke IT-resultaten. Op 2560 px bleef
+de inhoud bovendien op ongeveer 1280 px begrensd, waardoor de Stitch-cockpit een brede lege zone
+overliet.
+
+## Bevindingen en oplossing
+
+| Prioriteit | Bevinding | Oplossing |
+| --- | --- | --- |
+| P0 | Niet-IT-vacatures bereikten Vandaag en de standaardfeed. | Titelgestuurde, deterministische IT-classificatie vóór score/AI; niet-IT blijft alleen in het expliciete volledige archief. |
+| P0 | Vandaag gebruikte niet overal de laatste gebruikersgescopeerde score en open dossiercijfers waren niet volledig gebruikersgescopeerd. | Laatste score per vacature/profiel via subquery; profiel, scores en dossiers zijn aan de aangemelde gebruiker gebonden. |
+| P1 | Verborgen/hard uitgesloten IT-vacatures stonden hoog door hun ruwe score. | Nieuwe standaardkeuze `Radarselectie` laat verborgen resultaten weg; `Verborgen` en `Alle IT-scores` blijven bewuste inspectiekeuzes. |
+| P1 | De lijst sorteerde op bronrecency in plaats van persoonlijke besliswaarde. | Standaard matchscore aflopend, met alternatieven voor nieuwste en sluitingsdatum. |
+| P1 | Stitch werd visueel gebruikt, maar ultrawide bleef een smalle strook. | Adaptieve contentbreedte tot 2240 px, tweekoloms feeds vanaf 1850 px en context-/actierails op breed desktop. |
+| P1 | Vacaturekaarten boden weinig scorebewijs. | Score, datakwaliteit, eerste pluspunt, eerste aandachtspunt, status, werkmodel en directe actie staan in de feed. |
+| P2 | Confidencewaarden wisselden tussen breuken en percentages. | Alle dagelijkse score- en extractiekwaliteit wordt als percentage getoond. |
+| P2 | Inline feedback accepteerde een willekeurige `next`-URL. | Terugkeer alleen naar dezelfde host, met negatieve regressietest. |
+| P2 | De bronpagina liep op 320 px uit door statuschips naast lange sectiekoppen. | Sectiekoppen stapelen onder 680 px; de 320 px matrix heeft geen horizontale overflow. |
+| P2 | Sommige browsers vroegen `/favicon.ico` en kregen een 404. | Lokale permanente fallback naar het bestaande SVG-favicon. |
+
+## Relevantieregel
+
+De classifier is bewust conservatief en titelgestuurd. Een beschrijving die toevallig “digitale
+systemen” vermeldt, maakt een zorg- of facilitaire functie niet relevant. Duidelijke IT-families
+zoals infrastructuur, netwerk, cloud, security, software, data, applicatiebeheer en workplace
+worden toegelaten. Commerciële of recruitmentcontext die IT-woorden bevat, wordt expliciet
+afgewezen. Dezelfde regexcontracten worden in Python en in de databasequery gebruikt.
+
+Op de lokale auditdataset met 336 actieve records bleven 108 titelmatig aantoonbare IT-vacatures
+over en werden 228 niet-IT-records uit de standaardfocus gehouden. Na uitsluiting van verborgen
+matches bevatte de persoonlijke radarselectie 102 kaarten. Het volledige archief blijft 336
+records bevatten: er wordt geen bronhistoriek gewist.
+
+## Stitch-vertaling
+
+- Dashboard: KPI-strip, beslisbare matchfeed en vaste radar-/actierail.
+- Vacaturelijst: brede commandofilter, compacte evidencekaarten, scorehiërarchie en radarcontext.
+- Detail: scorehero, intelligence-strip, bronhistorie en menselijke actierail.
+- Shell: vaste desktopnavigatie, compacte utilitybar, lokale iconen en mobiele drawer.
+- Ultrawide: twee inhoudskolommen plus context; geen kunstmatig uitgerekte tekstregels of fictieve grafieken.
+
+Alle cijfers en signalen komen uit de database. Quick apply, automatische sollicitatie,
+platformloginbots, fictieve trendgrafieken en externe frontendassets blijven bewust afwezig.
+
+## Browsermatrix
+
+Handmatig gecontroleerd in de geïntegreerde browser op 320×800, 390×844, 1024×768, 1440×900,
+1920×1080 en 2560×1440. De zes kernroutes (`/`, `/jobs/`, `/jobs/applications/`, `/profiles/`,
+`/sources/`, `/system/`) hebben één `h1`, gelabelde formuliervelden en geen horizontale
+paginaoverflow. De vacaturefeed schakelt van één kolom naar twee kolommen op ultrawide en gebruikt
+daar 2240 px van de beschikbare ruimte. Mobiele navigatie opent en sluit met correcte
+`aria-expanded`-status.
+
+## Resterend operationeel punt
+
+Na deployment moet de bestaande productie-inventaris opnieuw gescoord worden zodat opgeslagen
+score-evidence eveneens het nieuwe `it_relevance`-blok bevat. De viewfilter werkt onmiddellijk en
+onafhankelijk daarvan; het herscoren verbetert de uitleg en blijvende `hidden`-status.
@@ -80,6 +80,7 @@ Django/Celery
 | T-38 | Cross-user mailboxbeheer, dubbele polls of IMAP naar private host | credentialmisbruik, duplicaten, toegang tot interne diensten | alle views scopen op gebruiker en vereisen CSRF; unieke user+platformkoppeling; transactionele lease; hostvorm en publieke DNS/IP-validatie vóór TLS-IMAP | `tests/integration/test_mailbox_connections.py`, `tests/unit/test_mailbox_credentials.py`, `apps/sources/services/imap_import.py`, `VR-123` |
 | T-39 | Mol-/Kempenbron vermengt een andere werkgever, campus of vestiging | foutieve afstand, phishing of buitenregionale resultaten | exacte HTTPS-host/pad/GUID-routes; same-host details; expliciete plaatsfilters voor regionale en gedeelde lijsten; postcodecentra blijven als benadering herkenbaar; waaklijstbronnen worden niet gescand | `tests/unit/test_regional_adapters.py`, `tests/integration/test_tasks_and_more_views.py`, `VR-126/201` |
 | T-40 | Verouderde lokale CA-store of ongeldige serverketen lokt een TLS-bypass uit | onderschepte vacature- of mailboxdata en credentialdiefstal | expliciet gepinde `certifi`-CA-bundel voor HTTP, robots en IMAP; hostnaamcontrole en `CERT_REQUIRED`; nooit `verify=False`; dependency- en negatieve TLS-tests bij update | `tests/unit/test_tls.py`, `tests/security/test_robots.py`, `apps/sources/services/tls.py`, `VR-201` |
+| T-41 | Gemodificeerde `next`-parameter na vacaturefeedback | open redirect naar phishingdomein na een geldige gebruikersactie | terugkeer-URL moet dezelfde host en het actuele HTTPS-beleid respecteren; anders veilige detailfallback | `tests/integration/test_tasks_and_more_views.py`, `VR-206` |

 ## Misbruikscenario's

@@ -32,14 +32,14 @@ Legenda: **I** = geïmplementeerd en getest in de huidige MVP; **P** = gedeeltel
 | PR-031 | I | conservatieve fuzzy dedupe | `tests/unit/test_dedupe_lifecycle_feedback.py`, `scripts/benchmark.py`, `tests/benchmark/test_benchmark.py` | VR-116 benchmark |
 | PR-032 | I | direct-sourcepreferentie/alias | pipeline- en dedupetests | VR-108 resolver |
 | PR-033 | I | canonical constraints/transacties | replaytests | — |
-| PR-040 | I | features/scoring | scoringtests | — |
+| PR-040 | I | features/scoring + deterministische IT-relevantie vóór AI | `tests/unit/test_scoring.py`, `tests/unit/test_relevance.py`, viewtests | VR-206 |
 | PR-041 | I | scorecomponenten | `tests/unit/test_features_distance.py`, `tests/unit/test_scoring.py` | VR-105 afgerond |
 | PR-042 | I | unknown/confidencegedrag | `tests/unit/test_features_distance.py`, `tests/unit/test_scoring.py` | VR-105 |
 | PR-043 | I | `ScoreRun` | pipeline/scoringtests | — |
 | PR-044 | I | profiel/modelversievelden | scoring/profiletests | VR-109 promptversie |
 | PR-045 | I | optionele Ollamaservice/fallback | `test_ai.py` | VR-109 |
 | PR-046 | I | geen tools + guardrails | AI/securitytests | VR-109/115 evaluaties |
-| PR-050 | I | dashboard view/template + Stitch-dominante cockpitshell/feed/rail | viewtests, VR-119 browsermatrix | VR-114/118/119 e2e/a11y |
+| PR-050 | I | dashboard/list views + Stitch-dominante cockpitshell/feed/rail en ultrawide compositie | viewtests, VR-119/206 browsermatrix | VR-114/118/119/206 e2e/a11y |
 | PR-051 | I | detailview/template/provenance + scorehero/intelligence-strip | viewtests, VR-119 screenshots | VR-114/118/119 |
 | PR-052 | I | feedbackendpoint/UI | feedback/viewtests | — |
 | PR-053 | I | applicationmodel/serviceflow | `tests/integration/test_dedupe_lifecycle_feedback.py`, `tests/integration/test_applications.py` | VR-113 uitgebreid dossier |
@@ -98,5 +98,5 @@ Iedere backlogtaak die een requirement wijzigt, werkt in dezelfde commit deze ma
 - VR-126 herankert profiel en broncatalogus op postcode 2400 Mol en 40 km. De host-, pad- en locatiefilters voor SCK CEN, Cipal Schaubroeck, VanRoey, NTX en Thomas More worden gedekt door regionale adaptertests, source-viewtests, live bronruns en de bijgewerkte threat T-39.
 - VR-201 activeert Gemeente Mol en zeven bijkomende Kempen-werkgevers na menselijke voorwaardenreview, fixtures, fail-closed locatie-/routefilters en twee livecycli. Twaalf interessante werkgevers zonder stabiele actieve ingang staan afzonderlijk en niet-scanbaar op de UI-waaklijst. Bewijs staat in de livecatalogus, seeddata, `KempenEmployerAdapter`, bronruns en adapter-/seed-/viewtests.
 - VR-205 laadt de officiële Belgische GeoNames-postcodedataset 2026-04-03 onder CC BY 4.0, documenteert bron- en afgeleide checksums en lost 2400 Mol op naar het benaderende postcodecentrum. Bewijs staat in `config-data/geodata/README.local.md`, het importlog, geocodingtests en de opnieuw berekende profiel-vacaturescores.
-
+- VR-206 voegt een titelgestuurde IT-relevantiegrens vóór scoring/AI toe, maakt de persoonlijke radarselectie de standaard en benut Stitch-panelen dynamisch tot 2560 px. Bewijs staat in `apps/jobs/services/relevance.py`, de score-/viewtests en `docs/design/validation/VR-206_AUDIT.md`.

@@ -7,6 +7,7 @@
  --surface-low: #131b2e;
  --surface-high: #222a3d;
  --surface-bright: #2d3449;
+  --surface-soft: #111a2d;
  --text: #dae2fd;
  --text-soft: #b9caca;
  --muted: #849495;
@@ -16,6 +17,7 @@
  --primary-strong: #63f7ff;
  --primary-ink: #003739;
  --primary-soft: rgba(0, 245, 255, .1);
+  --accent: var(--primary);
  --positive: #4edea3;
  --positive-soft: rgba(78, 222, 163, .11);
  --warning: #ffca69;
@@ -39,6 +41,7 @@
  --surface-low: #f7f9fc;
  --surface-high: #edf2f7;
  --surface-bright: #e2e9f2;
+  --surface-soft: #f6f9fc;
  --text: #142033;
  --text-soft: #2c3c52;
  --muted: #617187;
@@ -62,7 +65,7 @@
 * { box-sizing: border-box; }
 html { min-height: 100%; scroll-behavior: smooth; }
 body {
-  min-width: 320px;
+  min-width: 0;
  min-height: 100vh;
  margin: 0;
  overflow-x: hidden;
@@ -72,7 +75,7 @@ body {
    var(--bg);
  background-size: 48px 48px;
  color: var(--text);
-  font: 15px/1.55 Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
+  font: 16px/1.55 Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
  -webkit-font-smoothing: antialiased;
 }
 a { color: var(--primary-strong); text-decoration: none; }
@@ -143,7 +146,7 @@ button.utility-link { width: auto; }
 :root[data-theme="light"] .theme-icon-dark { display: none; }
 :root[data-theme="light"] .theme-icon-light { display: block; }
 .nav-scrim { display: none; }
-.main-content { width: 100%; max-width: 1280px; margin: 0 auto; padding: 32px 24px 72px; }
+.main-content { width: 100%; max-width: 2240px; margin: 0 auto; padding: clamp(28px, 2.2vw, 48px) clamp(22px, 2.4vw, 54px) 80px; }

 .page-header { display: flex; align-items: flex-end; justify-content: space-between; gap: 26px; margin-bottom: 28px; }
 .page-header h1, .job-hero h1 { margin: 0; font-size: clamp(30px, 3.2vw, 42px); line-height: 1.08; letter-spacing: -.035em; }
@@ -589,3 +592,92 @@ textarea { resize: vertical; }
  .result-body { padding: 17px; }
  .result-actions { padding: 0 17px 17px; }
 }
+
+/* VR-206: premium, title-led IT radar and genuinely adaptive widescreen composition. */
+.jobs-page-header { align-items: center; }
+.jobs-page-header .radar-status strong { color: var(--primary-strong); }
+.premium-filter-console {
+  grid-template-columns: minmax(220px, 1fr) repeat(5, minmax(112px, 145px)) auto;
+  gap: 12px;
+  padding: 18px;
+  background:
+    linear-gradient(135deg, color-mix(in srgb, var(--primary) 4%, transparent), transparent 45%),
+    var(--surface);
+  box-shadow: 0 16px 42px rgba(0, 0, 0, .1);
+}
+.premium-filter-console select,
+.premium-filter-console input { background: color-mix(in srgb, var(--surface-low) 94%, transparent); }
+.results-layout { display: grid; grid-template-columns: minmax(0, 1fr); gap: 28px; align-items: start; }
+.results-column { min-width: 0; }
+.jobs-insight-rail { display: none; }
+.result-card {
+  background:
+    linear-gradient(135deg, color-mix(in srgb, var(--primary) 2%, transparent), transparent 48%),
+    var(--surface);
+  box-shadow: 0 12px 32px rgba(0, 0, 0, .09);
+}
+.result-card:hover { box-shadow: 0 18px 42px rgba(0, 0, 0, .14); }
+.result-heading h2 { font-size: clamp(20px, 1.3vw, 25px); letter-spacing: -.025em; }
+.result-heading > div:first-child { min-width: 0; }
+.score-block strong { font-size: 32px; }
+.score-block small { max-width: 110px; text-align: right; line-height: 1.35; }
+.score-pending strong { color: var(--muted); }
+.pill-it { color: var(--primary-strong); border-color: color-mix(in srgb, var(--primary) 30%, var(--border)); background: var(--primary-soft); }
+.evidence-line { display: flex; align-items: flex-start; gap: 9px; margin: 0; padding: 10px 12px; border-radius: var(--radius-sm); font-size: 13px; line-height: 1.45; }
+.evidence-line .icon { width: 17px; height: 17px; margin-top: 1px; }
+.positive-evidence { border-left: 2px solid var(--positive); background: var(--positive-soft); color: var(--text-soft); }
+.positive-evidence .icon { color: var(--positive); }
+.concern-evidence { border-left: 2px solid var(--warning); background: var(--warning-soft); color: var(--text-soft); }
+.concern-evidence > span:first-child { color: var(--warning); font-weight: 900; }
+.result-actions { align-content: center; gap: 9px; }
+.result-actions form { margin: 0; }
+.result-actions .button { width: 100%; }
+.profile-signal-grid { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 9px; margin: 16px 0; }
+.profile-signal-grid > div { display: grid; gap: 3px; padding: 11px; border: 1px solid var(--border); border-radius: var(--radius-sm); background: var(--surface-low); }
+.profile-signal-grid span { color: var(--muted); font: 9px ui-monospace, SFMono-Regular, Consolas, monospace; text-transform: uppercase; letter-spacing: .08em; }
+.profile-signal-grid strong { font-size: 18px; }
+.radar-steps { display: grid; gap: 0; margin: 14px 0 0; padding: 0; list-style: none; counter-reset: radar-step; }
+.radar-steps li { position: relative; display: grid; gap: 2px; padding: 12px 0 12px 34px; border-top: 1px solid var(--border); counter-increment: radar-step; }
+.radar-steps li::before { content: counter(radar-step); position: absolute; left: 0; top: 12px; width: 22px; height: 22px; display: grid; place-items: center; border: 1px solid color-mix(in srgb, var(--primary) 30%, var(--border)); border-radius: 50%; color: var(--primary-strong); font: 10px ui-monospace, SFMono-Regular, Consolas, monospace; }
+.radar-steps span { color: var(--muted); font-size: 12px; }
+.job-hero .title-row { margin-bottom: 12px; }
+.detail-main .panel { box-shadow: 0 12px 38px rgba(0, 0, 0, .08); }
+
+@media (min-width: 1350px) {
+  .results-layout { grid-template-columns: minmax(0, 1fr) 320px; }
+  .jobs-insight-rail { position: sticky; top: calc(var(--utility) + 20px); display: block; }
+}
+
+@media (min-width: 1850px) {
+  .utilitybar { padding-inline: clamp(30px, 2.5vw, 60px); }
+  .global-search { width: min(620px, 42vw); }
+  .dashboard-grid { grid-template-columns: minmax(0, 1fr) 360px; gap: 34px; }
+  .dashboard-grid .job-feed { grid-template-columns: repeat(2, minmax(0, 1fr)); align-items: start; }
+  .dashboard-grid .section-heading { grid-column: 1 / -1; }
+  .results-layout { grid-template-columns: minmax(0, 1fr) 360px; gap: 34px; }
+  .results-feed { grid-template-columns: repeat(2, minmax(0, 1fr)); align-items: start; }
+  .result-card { height: 100%; grid-template-columns: 4px minmax(0, 1fr); }
+  .result-actions { grid-column: 2; grid-template-columns: minmax(0, 1fr) auto; padding: 0 22px 20px; border: 0; background: transparent; }
+  .result-actions .button-ghost { width: auto; }
+  .detail-layout { grid-template-columns: minmax(0, 1fr) 380px; gap: 34px; }
+  .health-grid { grid-template-columns: repeat(4, minmax(0, 1fr)); }
+  .editor-layout { grid-template-columns: minmax(0, 1fr) 360px; gap: 34px; }
+}
+
+@media (max-width: 1180px) {
+  .premium-filter-console { grid-template-columns: minmax(0, 1fr) repeat(2, minmax(145px, .35fr)); }
+  .premium-filter-console .button { grid-column: 1 / -1; }
+}
+
+@media (max-width: 680px) {
+  body { font-size: 15px; }
+  .section-heading { align-items: flex-start; flex-direction: column; gap: 10px; }
+  .section-heading > .pill { align-self: flex-start; }
+  .jobs-page-header { align-items: stretch; }
+  .premium-filter-console { grid-template-columns: 1fr; padding: 14px; }
+  .premium-filter-console .button { grid-column: auto; }
+  .result-actions { gap: 8px; }
+  .result-actions form { width: 100%; }
+  .result-heading h2 { font-size: 20px; }
+  .score-block small { max-width: none; text-align: left; }
+}
@@ -17,7 +17,7 @@

 <section class="stats-grid" aria-label="Kerncijfers">
  <article class="stat-card signal"><span class="kpi-label">Nieuwe signalen</span><strong>{{ new_today }}</strong><small>vandaag gevonden</small></article>
-  <article class="stat-card"><span class="kpi-label">Actieve vacatures</span><strong>{{ active_jobs }}</strong><small>actueel in de radar</small></article>
+  <article class="stat-card"><span class="kpi-label">Actieve IT-vacatures</span><strong>{{ active_jobs }}</strong><small>niet-IT blijft uit beeld</small></article>
  <article class="stat-card"><span class="kpi-label">Open dossiers</span><strong>{{ applications_open }}</strong><small>sollicitaties in opvolging</small></article>
  <article class="stat-card"><span class="kpi-label">Bronstatus</span><strong>{{ source_counts.total|default:0 }}</strong><small>{{ source_counts.unhealthy|default:0 }} vragen aandacht</small></article>
 </section>
@@ -34,7 +34,7 @@
        <div class="job-card-main">
          <div class="job-card-head">
            <div>
-              <div class="title-row"><span class="pill pill-{{ score.recommendation }}">{{ score.get_recommendation_display }}</span><span class="confidence-label">Datakwaliteit {{ score.confidence|floatformat:2 }}</span></div>
+              {% widthratio score.confidence 1 100 as confidence_percent %}<div class="title-row"><span class="pill pill-{{ score.recommendation }}">{{ score.get_recommendation_display }}</span><span class="confidence-label">Datakwaliteit {{ confidence_percent }}%</span></div>
              <h3><a href="{% url 'jobs:detail' score.job.pk %}">{{ score.job.original_title }}</a></h3>
              <p>{{ score.job.employer_name }}{% if score.job.raw_location %} · {{ score.job.raw_location }}{% endif %}</p>
            </div>
@@ -56,7 +56,7 @@
  </section>

  <aside class="dashboard-rail" aria-label="Acties en radarstatus">
-    <section class="panel rail-panel radar-summary"><span class="section-kicker">Vandaag</span><h2>Radarstatus</h2><p class="muted">Alle cijfers komen rechtstreeks uit de huidige database.</p><div class="rail-list"><div class="rail-item"><span>Bronnen geregistreerd</span><strong>{{ source_counts.total|default:0 }}</strong></div><div class="rail-item"><span>Aandacht nodig</span><strong>{{ source_counts.unhealthy|default:0 }}</strong></div><div class="rail-item"><span>Actieve vacatures</span><strong>{{ active_jobs }}</strong></div></div></section>
+    <section class="panel rail-panel radar-summary"><span class="section-kicker">Vandaag</span><h2>Radarstatus</h2><p class="muted">Alle cijfers komen rechtstreeks uit de huidige database.</p><div class="rail-list"><div class="rail-item"><span>Bronnen geregistreerd</span><strong>{{ source_counts.total|default:0 }}</strong></div><div class="rail-item"><span>Aandacht nodig</span><strong>{{ source_counts.unhealthy|default:0 }}</strong></div><div class="rail-item"><span>Actieve IT-vacatures</span><strong>{{ active_jobs }}</strong></div><div class="rail-item"><span>Niet-IT gefilterd</span><strong>{{ filtered_non_it_jobs }}</strong></div></div></section>
    <section class="panel rail-panel"><span class="section-kicker">Actie vereist</span><h2>Open opvolging</h2><div class="rail-application-list">{% for application in priority_applications %}<a class="rail-application" href="{% url 'jobs:application-edit' application.pk %}"><span><strong>{{ application.job.original_title }}</strong><small>{{ application.job.employer_name }}</small></span>{% if application.follow_up_date %}<time datetime="{{ application.follow_up_date|date:'Y-m-d' }}">{{ application.follow_up_date|date:"d/m" }}</time>{% else %}<svg class="icon"><use href="#icon-arrow"></use></svg>{% endif %}</a>{% empty %}<p class="muted small">Geen open dossiers die opvolging vragen.</p>{% endfor %}</div><a class="button button-ghost button-block" href="{% url 'jobs:applications' %}">Pipeline openen</a></section>
    <section class="panel rail-panel"><span class="section-kicker">Volgende stap</span><h2>Snelle acties</h2><div class="stack-actions"><a class="button button-secondary button-block" href="{% url 'sources:list' %}"><svg class="icon"><use href="#icon-upload"></use></svg>Handmatig importeren</a><a class="button button-ghost button-block" href="{% url 'profiles:list' %}"><svg class="icon"><use href="#icon-profile"></use></svg>Zoekprofiel controleren</a></div></section>
  </aside>
@@ -5,19 +5,19 @@
 <div class="detail-layout">
  <div class="detail-main">
    <header class="job-hero">
-      <div><p class="eyebrow">{{ job.get_status_display }}{% if job.date_posted %} · gepubliceerd {{ job.date_posted|date:"d/m/Y" }}{% endif %}</p><h1>{{ job.original_title }}</h1><p class="hero-subtitle">{{ job.employer_name }}{% if job.raw_location %} · {{ job.raw_location }}{% endif %}</p><div class="job-meta"><span><svg class="icon"><use href="#icon-briefcase"></use></svg>{{ job.get_workplace_type_display }}</span>{% for type in job.employment_types %}<span>{{ type }}</span>{% endfor %}{% if job.hours_text %}<span>{{ job.hours_text }}</span>{% endif %}{% if job.valid_through %}<span><svg class="icon"><use href="#icon-clock"></use></svg>sluit {{ job.valid_through|date:"d/m/Y" }}</span>{% endif %}</div></div>
-      {% if score %}<div class="hero-score"><strong>{{ score.score|floatformat:0 }}%</strong><span>{{ score.get_recommendation_display }}</span><small>confidence {{ score.confidence|floatformat:2 }}</small></div>{% endif %}
+      <div><p class="eyebrow">{{ job.get_status_display }}{% if job.date_posted %} · gepubliceerd {{ job.date_posted|date:"d/m/Y" }}{% endif %}</p><div class="title-row">{% if score.evidence.it_relevance.relevant %}<span class="pill pill-it">IT-focus bevestigd</span>{% endif %}{% if job.direct_employer %}<span class="pill pill-active">Directe werkgever</span>{% endif %}</div><h1>{{ job.original_title }}</h1><p class="hero-subtitle">{{ job.employer_name }}{% if job.raw_location %} · {{ job.raw_location }}{% endif %}</p><div class="job-meta"><span><svg class="icon"><use href="#icon-briefcase"></use></svg>{{ job.get_workplace_type_display }}</span>{% for type in job.employment_types %}<span>{{ type }}</span>{% endfor %}{% if job.hours_text %}<span>{{ job.hours_text }}</span>{% endif %}{% if job.valid_through %}<span><svg class="icon"><use href="#icon-clock"></use></svg>sluit {{ job.valid_through|date:"d/m/Y" }}</span>{% endif %}</div></div>
+      {% if score %}{% widthratio score.confidence 1 100 as score_confidence_percent %}<div class="hero-score"><strong>{{ score.score|floatformat:0 }}%</strong><span>{{ score.get_recommendation_display }}</span><small>Datakwaliteit {{ score_confidence_percent }}%</small></div>{% endif %}
    </header>
    <section class="intelligence-strip" aria-label="Vacaturekerngegevens">
      <div><span class="field-label">Matchkwaliteit</span>{% if score %}<strong>{{ score.score|floatformat:0 }}%</strong><small>{{ score.get_recommendation_display }}</small>{% else %}<strong>—</strong><small>Nog niet beoordeeld</small>{% endif %}</div>
-      <div><span class="field-label">Datakwaliteit</span><strong>{{ job.extraction_confidence|floatformat:2 }}</strong><small>Extractieconfidence</small></div>
+      {% widthratio job.extraction_confidence 1 100 as extraction_confidence_percent %}<div><span class="field-label">Datakwaliteit</span><strong>{{ extraction_confidence_percent }}%</strong><small>Extractiezekerheid</small></div>
      <div><span class="field-label">Werkmodel</span><strong>{{ job.get_workplace_type_display }}</strong><small>{{ job.hours_text|default:"Uren onbekend" }}</small></div>
    </section>
    {% if score %}
      <section class="panel"><div class="section-heading"><div><span class="section-kicker">Deterministische analyse</span><h2>Waarom deze score?</h2><p>De inhoudelijke match en betrouwbaarheid worden afzonderlijk beoordeeld.</p></div><span class="pill pill-{{ score.recommendation }}">{{ score.get_recommendation_display }}</span></div><div class="score-components">{% for name,value in score.components.items %}<div><span>{{ name|capfirst }}</span><div class="progress" aria-label="{{ name }}: {{ value|floatformat:1 }} procent"><i style="width: {{ value }}%"></i></div><strong>{{ value|floatformat:1 }}</strong></div>{% endfor %}</div><div class="two-columns"><div><h3>Waarom passend</h3><ul class="compact-list positive">{% for item in score.positives %}<li>{{ item }}</li>{% empty %}<li>Nog onvoldoende positieve signalen.</li>{% endfor %}</ul></div><div><h3>Aandachtspunten</h3><ul class="compact-list caution">{% for item in score.concerns %}<li>{{ item }}</li>{% empty %}<li>Geen specifieke aandachtspunten gedetecteerd.</li>{% endfor %}</ul></div></div>{% if score.hard_exclusions %}<div class="message warning"><strong>Harde uitsluitingen:</strong> {{ score.hard_exclusions|join:", " }}</div>{% endif %}</section>
    {% else %}<section class="panel panel-subtle"><h2>Nog geen persoonlijke score</h2><p class="muted">Deze vacature heeft nog geen score voor je actieve zoekprofiel. De broninformatie en vacaturetekst blijven wel beschikbaar.</p></section>{% endif %}
    <section class="panel"><span class="section-kicker">Vacaturetekst</span><h2>Over de functie</h2>{% if job.description_html_sanitized %}<div class="prose">{{ job.description_html_sanitized|safe }}</div>{% elif job.description_text %}<div class="prose"><p>{{ job.description_text|linebreaksbr }}</p></div>{% else %}<p class="muted">Geen vacatureomschrijving beschikbaar.</p>{% endif %}</section>
-    <section class="panel"><span class="section-kicker">Transparantie</span><h2>Bron en historie</h2><dl class="definition-grid"><div><dt>Eerst gezien</dt><dd>{{ job.first_seen|date:"d/m/Y H:i" }}</dd></div><div><dt>Laatst gezien</dt><dd>{{ job.last_seen|date:"d/m/Y H:i" }}</dd></div><div><dt>Laatst gewijzigd</dt><dd>{{ job.last_changed|date:"d/m/Y H:i" }}</dd></div><div><dt>Extractieconfidence</dt><dd>{{ job.extraction_confidence|floatformat:2 }}</dd></div></dl><h3>Ook gevonden via</h3><ul class="source-list">{% for alias in job.source_aliases.all %}<li><a href="{{ alias.url }}" target="_blank" rel="noopener noreferrer nofollow">{{ alias.source.name|default:"Onbekende bron" }} <span class="sr-only">(opent in nieuw tabblad)</span></a><span>{{ alias.extraction_method }} · confidence {{ alias.extraction_confidence|floatformat:2 }}</span></li>{% empty %}<li>Geen bronalias beschikbaar.</li>{% endfor %}</ul></section>
+    <section class="panel"><span class="section-kicker">Transparantie</span><h2>Bron en historie</h2><dl class="definition-grid"><div><dt>Eerst gezien</dt><dd>{{ job.first_seen|date:"d/m/Y H:i" }}</dd></div><div><dt>Laatst gezien</dt><dd>{{ job.last_seen|date:"d/m/Y H:i" }}</dd></div><div><dt>Laatst gewijzigd</dt><dd>{{ job.last_changed|date:"d/m/Y H:i" }}</dd></div><div><dt>Extractiezekerheid</dt><dd>{{ extraction_confidence_percent }}%</dd></div></dl><h3>Ook gevonden via</h3><ul class="source-list">{% for alias in job.source_aliases.all %}{% widthratio alias.extraction_confidence 1 100 as alias_confidence_percent %}<li><a href="{{ alias.url }}" target="_blank" rel="noopener noreferrer nofollow">{{ alias.source.name|default:"Onbekende bron" }} <span class="sr-only">(opent in nieuw tabblad)</span></a><span>{{ alias.extraction_method }} · datakwaliteit {{ alias_confidence_percent }}%</span></li>{% empty %}<li>Geen bronalias beschikbaar.</li>{% endfor %}</ul></section>
  </div>
  <aside class="detail-sidebar"><div class="sticky-card"><span class="section-kicker">Persoonlijke actie</span><h2>Volgende stap</h2><p>VacatureRadar verstuurt nooit automatisch een sollicitatie.</p><div class="stack-actions"><form method="post" action="{% url 'jobs:feedback' job.pk %}">{% csrf_token %}<input type="hidden" name="action" value="interesting"><button class="button button-primary button-block" type="submit">Interessant</button></form><form method="post" action="{% url 'jobs:feedback' job.pk %}">{% csrf_token %}<input type="hidden" name="action" value="save"><button class="button button-secondary button-block" type="submit"><svg class="icon"><use href="#icon-bookmark"></use></svg>Bewaren</button></form><form method="post" action="{% url 'jobs:feedback' job.pk %}">{% csrf_token %}<input type="hidden" name="action" value="applied"><button class="button button-secondary button-block" type="submit">Als gesolliciteerd markeren</button></form><form method="post" action="{% url 'jobs:feedback' job.pk %}" class="hide-form">{% csrf_token %}<input type="hidden" name="action" value="hide"><label>Reden (optioneel)<select name="reason"><option value="">Geen reden</option><option>Te ver</option><option>Te veel support</option><option>Recruiter/consultancy</option><option>Onrealistische senioriteit</option><option>Niet mijn technologie</option></select></label><button class="button button-ghost button-block" type="submit">Verbergen</button></form></div>{% if job.canonical_url %}<a class="button button-link button-block" href="{{ job.canonical_url }}" target="_blank" rel="noopener noreferrer nofollow">Originele vacature <svg class="icon"><use href="#icon-external"></use></svg><span class="sr-only">(opent in nieuw tabblad)</span></a>{% endif %}{% if application %}<hr><p class="muted">Dossierstatus: <strong>{{ application.get_status_display }}</strong></p><a class="button button-ghost button-block" href="{% url 'jobs:application-edit' application.pk %}">Dossier bewerken</a>{% endif %}</div></aside>
 </div>
@@ -1,36 +1,68 @@
 {% extends "base.html" %}
 {% block title %}Vacatures · VacatureRadar{% endblock %}
 {% block content %}
-<header class="page-header">
-  <div><p class="eyebrow">Nieuwe matches & archief</p><h1>Vacature-intelligentie</h1><p>Doorzoek actuele en gearchiveerde vacatures met score, herkomst en status in één scanbare feed.</p></div>
+<header class="page-header jobs-page-header">
+  <div>
+    <p class="eyebrow">Nieuwe matches & archief</p>
+    <h1>Vacature-intelligentie</h1>
+    <p>Een rustige IT-radar: eerst de aantoonbaar relevante functies, gerangschikt op persoonlijke match.</p>
+  </div>
+  <div class="radar-status" aria-label="Actieve relevantiefilter">
+    <span class="signal-dot" aria-hidden="true"></span>
+    <span>{% if current_focus == 'all' %}Volledig bronarchief{% else %}IT-focus actief{% endif %}</span>
+    <span aria-hidden="true">·</span>
+    <strong>{{ it_job_count }} IT-signalen</strong>
+  </div>
 </header>
-<form method="get" class="filter-console">
+
+<form method="get" class="filter-console premium-filter-console">
  <label class="grow"><span class="field-label">Zoeken</span><span class="input-with-icon"><svg class="icon"><use href="#icon-search"></use></svg><input type="search" name="q" value="{{ request.GET.q }}" placeholder="Titel, werkgever, locatie of skill"></span></label>
+  <label><span class="field-label">Relevantie</span><select name="focus"><option value="it" {% if current_focus != 'all' %}selected{% endif %}>Alleen IT</option><option value="all" {% if current_focus == 'all' %}selected{% endif %}>Volledig archief</option></select></label>
+  <label><span class="field-label">Match</span><select name="match"><option value="radar" {% if current_match == 'radar' %}selected{% endif %}>Radarselectie</option><option value="strong" {% if current_match == 'strong' %}selected{% endif %}>Sterke match</option><option value="possible" {% if current_match == 'possible' %}selected{% endif %}>Mogelijke match</option><option value="weak" {% if current_match == 'weak' %}selected{% endif %}>Lage match</option><option value="hidden" {% if current_match == 'hidden' %}selected{% endif %}>Verborgen</option><option value="all" {% if current_match == 'all' %}selected{% endif %}>Alle IT-scores</option></select></label>
  <label><span class="field-label">Status</span><select name="status"><option value="">Alle statussen</option>{% for value,label in view.model.Status.choices %}<option value="{{ value }}" {% if request.GET.status|default:'active' == value %}selected{% endif %}>{{ label }}</option>{% endfor %}</select></label>
  <label><span class="field-label">Werkmodel</span><select name="workplace"><option value="">Elk werkmodel</option>{% for value,label in view.model.Workplace.choices %}<option value="{{ value }}" {% if request.GET.workplace == value %}selected{% endif %}>{{ label }}</option>{% endfor %}</select></label>
+  <label><span class="field-label">Sortering</span><select name="sort"><option value="match" {% if current_sort == 'match' %}selected{% endif %}>Beste match</option><option value="newest" {% if current_sort == 'newest' %}selected{% endif %}>Nieuwste eerst</option><option value="closing" {% if current_sort == 'closing' %}selected{% endif %}>Sluitingsdatum</option></select></label>
  <button class="button button-primary" type="submit"><svg class="icon"><use href="#icon-search"></use></svg>Filters toepassen</button>
 </form>

-<div class="results-toolbar"><div><span class="section-kicker">Resultaten</span><h2>{{ page_obj.paginator.count }} vacatures gevonden</h2></div><span class="view-indicator"><svg class="icon"><use href="#icon-pipeline"></use></svg>Lijstweergave</span></div>
-<div class="results-feed">
-{% for job in jobs %}
-  <article class="result-card {% if job.match_recommendation == 'strong' %}strong-match{% endif %}">
-    <div class="result-accent" aria-hidden="true"></div>
-    <div class="result-body">
-      <div class="result-heading">
-        <div>
-          <div class="title-row"><span class="pill pill-{{ job.status }}">{{ job.get_status_display }}</span>{% if job.match_recommendation %}<span class="pill pill-{{ job.match_recommendation }}">{% if job.match_recommendation == 'strong' %}Sterke match{% elif job.match_recommendation == 'possible' %}Mogelijke match{% elif job.match_recommendation == 'weak' %}Lage match{% else %}Verborgen{% endif %}</span>{% endif %}</div>
-          <h2><a href="{% url 'jobs:detail' job.pk %}">{{ job.original_title }}</a></h2>
-          <p>{{ job.employer_name }}</p>
-        </div>
-        {% if job.match_score is not None %}<div class="score-block"><strong>{{ job.match_score|floatformat:0 }}%</strong><small>confidence {{ job.match_confidence|floatformat:2 }}</small></div>{% endif %}
-      </div>
-      <div class="job-meta"><span><svg class="icon"><use href="#icon-location"></use></svg>{{ job.raw_location|default:"Locatie onbekend" }}</span><span><svg class="icon"><use href="#icon-briefcase"></use></svg>{{ job.get_workplace_type_display }}</span><span><svg class="icon"><use href="#icon-clock"></use></svg>gevonden {{ job.first_seen|date:"d/m/Y" }}</span>{% if job.direct_employer %}<span>Directe werkgever</span>{% endif %}</div>
-      {% if job.skills_required %}<p class="result-summary"><strong>Herkenbare skills:</strong> {{ job.skills_required|slice:":4"|join:", " }}</p>{% elif job.description_text %}<p class="result-summary">{{ job.description_text|truncatewords:24 }}</p>{% endif %}
+<div class="results-layout">
+  <section class="results-column" aria-labelledby="results-heading">
+    <div class="results-toolbar">
+      <div><span class="section-kicker">Gerangschikte resultaten</span><h2 id="results-heading">{{ page_obj.paginator.count }} vacatures gevonden</h2></div>
+      <span class="view-indicator"><svg class="icon"><use href="#icon-radar"></use></svg>{% if current_sort == 'newest' %}Nieuwste eerst{% elif current_sort == 'closing' %}Deadline eerst{% else %}Matchvolgorde{% endif %}</span>
    </div>
-    <div class="result-actions"><a class="button button-primary" href="{% url 'jobs:detail' job.pk %}">Bekijk analyse <svg class="icon"><use href="#icon-arrow"></use></svg></a></div>
-  </article>
-{% empty %}<div class="empty-state compact-empty"><div class="empty-icon"><svg class="icon"><use href="#icon-search"></use></svg></div><h2>Geen vacatures gevonden</h2><p>Pas de zoekterm of filters aan. Gearchiveerde resultaten verschijnen wanneer je de statusfilter leegmaakt.</p></div>{% endfor %}
+    <div class="results-feed">
+    {% for job in jobs %}
+      {% widthratio job.match_confidence 1 100 as confidence_percent %}
+      <article class="result-card {% if job.match_recommendation == 'strong' %}strong-match{% endif %}">
+        <div class="result-accent" aria-hidden="true"></div>
+        <div class="result-body">
+          <div class="result-heading">
+            <div>
+              <div class="title-row"><span class="pill pill-{{ job.status }}">{{ job.get_status_display }}</span>{% if job.match_recommendation %}<span class="pill pill-{{ job.match_recommendation }}">{% if job.match_recommendation == 'strong' %}Sterke match{% elif job.match_recommendation == 'possible' %}Mogelijke match{% elif job.match_recommendation == 'weak' %}Lage match{% else %}Verborgen{% endif %}</span>{% endif %}{% if current_focus != 'all' %}<span class="pill pill-it">IT-focus</span>{% endif %}</div>
+              <h2><a href="{% url 'jobs:detail' job.pk %}">{{ job.original_title }}</a></h2>
+              <p>{{ job.employer_name }}</p>
+            </div>
+            {% if job.match_score is not None %}<div class="score-block"><strong>{{ job.match_score|floatformat:0 }}%</strong><small>Datakwaliteit {{ confidence_percent }}%</small></div>{% else %}<div class="score-block score-pending"><strong>—</strong><small>Nog niet gescoord</small></div>{% endif %}
+          </div>
+          <div class="job-meta"><span><svg class="icon"><use href="#icon-location"></use></svg>{{ job.raw_location|default:"Locatie onbekend" }}</span><span><svg class="icon"><use href="#icon-briefcase"></use></svg>{{ job.get_workplace_type_display }}</span><span><svg class="icon"><use href="#icon-clock"></use></svg>{{ job.first_seen|date:"d/m/Y" }}</span>{% if job.direct_employer %}<span>Directe werkgever</span>{% endif %}</div>
+          {% if job.match_positives.0 %}<p class="evidence-line positive-evidence"><svg class="icon"><use href="#icon-radar"></use></svg><span>{{ job.match_positives.0 }}</span></p>{% elif job.skills_required %}<p class="result-summary"><strong>Herkenbare skills:</strong> {{ job.skills_required|slice:":4"|join:", " }}</p>{% elif job.description_text %}<p class="result-summary">{{ job.description_text|truncatewords:24 }}</p>{% endif %}
+          {% if job.match_concerns.0 %}<p class="evidence-line concern-evidence"><span aria-hidden="true">!</span><span>{{ job.match_concerns.0 }}</span></p>{% endif %}
+        </div>
+        <div class="result-actions">
+          <a class="button button-primary" href="{% url 'jobs:detail' job.pk %}">Bekijk analyse <svg class="icon"><use href="#icon-arrow"></use></svg></a>
+          <form method="post" action="{% url 'jobs:feedback' job.pk %}">{% csrf_token %}<input type="hidden" name="action" value="save"><input type="hidden" name="next" value="{{ request.get_full_path }}"><button class="button button-ghost" type="submit"><svg class="icon"><use href="#icon-bookmark"></use></svg>Bewaren</button></form>
+        </div>
+      </article>
+    {% empty %}<div class="empty-state compact-empty"><div class="empty-icon"><svg class="icon"><use href="#icon-search"></use></svg></div><h2>Geen passende vacatures gevonden</h2><p>Pas de filters aan of open het volledige bronarchief. Niet-IT-vacatures en harde uitsluitingen blijven standaard bewust uit je radar.</p><a class="button button-secondary" href="?focus=all&match=all&status=active&sort=match">Volledig archief bekijken</a></div>{% endfor %}
+    </div>
+    {% if is_paginated %}<nav class="pagination" aria-label="Paginering">{% if page_obj.has_previous %}<a class="button button-ghost" href="?page={{ page_obj.previous_page_number }}&q={{ request.GET.q }}&status={{ request.GET.status }}&workplace={{ request.GET.workplace }}&focus={{ current_focus }}&match={{ current_match }}&sort={{ current_sort }}">Vorige</a>{% endif %}<span>Pagina {{ page_obj.number }} van {{ page_obj.paginator.num_pages }}</span>{% if page_obj.has_next %}<a class="button button-ghost" href="?page={{ page_obj.next_page_number }}&q={{ request.GET.q }}&status={{ request.GET.status }}&workplace={{ request.GET.workplace }}&focus={{ current_focus }}&match={{ current_match }}&sort={{ current_sort }}">Volgende</a>{% endif %}</nav>{% endif %}
+  </section>
+
+  <aside class="jobs-insight-rail" aria-label="Radarcontext">
+    <section class="panel rail-panel radar-summary"><span class="section-kicker">Radarbereik</span><h2>IT-focus</h2><p class="muted">Titels krijgen eerst een deterministische sectorcontrole. AI kan deze grens niet wijzigen.</p><div class="rail-list"><div class="rail-item"><span>Actieve IT-vacatures</span><strong>{{ it_job_count }}</strong></div><div class="rail-item"><span>Niet-IT uit beeld</span><strong>{{ filtered_non_it_count }}</strong></div><div class="rail-item"><span>Volledig actief archief</span><strong>{{ active_job_count }}</strong></div></div><a class="button button-ghost button-block" href="?focus={% if current_focus == 'all' %}it{% else %}all{% endif %}&match={% if current_focus == 'all' %}radar{% else %}all{% endif %}&status=active&sort=match">{% if current_focus == 'all' %}Terug naar IT-focus{% else %}Volledig archief openen{% endif %}</a></section>
+    <section class="panel rail-panel"><span class="section-kicker">Actief zoekprofiel</span><h2>{{ active_profile.name|default:"Geen profiel actief" }}</h2>{% if active_profile %}<div class="profile-signal-grid"><div><span>Rollen</span><strong>{{ active_profile.desired_titles|length }}</strong></div><div><span>Skills</span><strong>{{ active_profile.desired_skills|length }}</strong></div><div><span>Radius</span><strong>{{ active_profile.max_distance_km }} km</strong></div><div><span>Vanaf</span><strong>{{ active_profile.recommendation_threshold }}%</strong></div></div><a class="button button-secondary button-block" href="{% url 'profiles:edit' active_profile.pk %}">Profiel verfijnen</a>{% else %}<p class="muted">Activeer een zoekprofiel om persoonlijke scores te berekenen.</p>{% endif %}</section>
+    <section class="panel rail-panel"><span class="section-kicker">Hoe rangschikking werkt</span><h2>Deterministisch eerst</h2><ol class="radar-steps"><li><strong>IT-titel</strong><span>Sectorfilter op functietitel.</span></li><li><strong>Harde regels</strong><span>Afstand en uitsluitingen winnen altijd.</span></li><li><strong>Matchscore</strong><span>Rollen, skills en voorkeuren bepalen de volgorde.</span></li></ol></section>
+  </aside>
 </div>
-{% if is_paginated %}<nav class="pagination" aria-label="Paginering">{% if page_obj.has_previous %}<a class="button button-ghost" href="?page={{ page_obj.previous_page_number }}&q={{ request.GET.q }}&status={{ request.GET.status }}&workplace={{ request.GET.workplace }}">Vorige</a>{% endif %}<span>Pagina {{ page_obj.number }} van {{ page_obj.paginator.num_pages }}</span>{% if page_obj.has_next %}<a class="button button-ghost" href="?page={{ page_obj.next_page_number }}&q={{ request.GET.q }}&status={{ request.GET.status }}&workplace={{ request.GET.workplace }}">Volgende</a>{% endif %}</nav>{% endif %}
 {% endblock %}
@@ -159,6 +159,15 @@ def test_job_profile_source_and_application_views(client, user, profile, job, so
    assert response.status_code == 302
    assert Feedback.objects.filter(user=user, job=job).exists()

+    unsafe_redirect = client.post(
+        reverse("jobs:feedback", kwargs={"pk": job.pk}),
+        {
+            "action": Feedback.Action.INTERESTING,
+            "next": "https://malicious.example/steal-session",
+        },
+    )
+    assert unsafe_redirect.url == reverse("jobs:detail", kwargs={"pk": job.pk})
+
    assert client.get(reverse("profiles:list")).status_code == 200
    assert client.get(reverse("profiles:edit", kwargs={"pk": profile.pk})).status_code == 200
    assert client.get(reverse("sources:list")).status_code == 200
@@ -2,6 +2,9 @@ import pytest
 from django.core.cache import cache
 from django.test import override_settings
 from django.urls import reverse
+from django.utils import timezone
+
+from apps.jobs.models import JobPosting, ScoreRun


@pytest.mark.integration
@@ -12,6 +15,14 @@ def test_today_requires_login(client):
    assert reverse("login") in response.url


+@pytest.mark.integration
+@pytest.mark.django_db
+def test_browser_favicon_fallback_uses_local_svg(client):
+    response = client.get("/favicon.ico")
+    assert response.status_code == 301
+    assert response.url.endswith("/static/favicon.svg")
+
+
@pytest.mark.integration
@pytest.mark.django_db
 def test_today_loads_for_user(client, user, profile):
@@ -21,6 +32,130 @@ def test_today_loads_for_user(client, user, profile):
    assert "Vandaag" in response.content.decode()


+@pytest.mark.integration
+@pytest.mark.django_db
+def test_job_list_defaults_to_ranked_it_focus_but_keeps_explicit_archive(
+    client, user, profile, job
+):
+    non_it = JobPosting.objects.create(
+        employer=job.employer,
+        original_title="Spontane sollicitatie - logopedist",
+        normalized_title="spontane sollicitatie logopedist",
+        canonical_url="https://jobs.example.org/vacatures/logopedist",
+        canonical_key="9" * 64,
+        content_hash="8" * 64,
+        description_text="Zorgfunctie met toegang tot digitale patiëntendossiers.",
+        status=JobPosting.Status.ACTIVE,
+    )
+    misleading_it_title = JobPosting.objects.create(
+        employer=job.employer,
+        original_title="IT Recruitment Specialist",
+        normalized_title="it recruitment specialist",
+        canonical_url="https://jobs.example.org/vacatures/it-recruitment",
+        canonical_key="3" * 64,
+        content_hash="2" * 64,
+        status=JobPosting.Status.ACTIVE,
+    )
+    ScoreRun.objects.create(
+        job=job,
+        profile=profile,
+        profile_version=profile.version,
+        score=60,
+        confidence=0.9,
+        recommendation=ScoreRun.Recommendation.WEAK,
+        positives=["IT-focus bevestigd via de functietitel."],
+    )
+    ScoreRun.objects.create(
+        job=non_it,
+        profile=profile,
+        profile_version=profile.version,
+        score=99,
+        confidence=0.9,
+        recommendation=ScoreRun.Recommendation.POSSIBLE,
+    )
+    hidden_it = JobPosting.objects.create(
+        employer=job.employer,
+        original_title="Cloud Engineer buiten de zoekradius",
+        normalized_title="cloud engineer buiten de zoekradius",
+        canonical_url="https://jobs.example.org/vacatures/cloud-ver",
+        canonical_key="5" * 64,
+        content_hash="4" * 64,
+        status=JobPosting.Status.ACTIVE,
+    )
+    ScoreRun.objects.create(
+        job=hidden_it,
+        profile=profile,
+        profile_version=profile.version,
+        score=98,
+        confidence=0.9,
+        recommendation=ScoreRun.Recommendation.HIDDEN,
+        hard_exclusions=["Buiten de zoekradius."],
+    )
+    client.force_login(user)
+
+    focused = client.get(reverse("jobs:list"))
+    focused_body = focused.content.decode()
+    assert job.original_title in focused_body
+    assert non_it.original_title not in focused_body
+    assert misleading_it_title.original_title not in focused_body
+    assert hidden_it.original_title not in focused_body
+    assert focused.context["it_job_count"] == 2
+    assert focused.context["filtered_non_it_count"] == 2
+
+    archive = client.get(reverse("jobs:list"), {"focus": "all", "match": "all"})
+    archive_body = archive.content.decode()
+    assert non_it.original_title in archive_body
+    assert misleading_it_title.original_title in archive_body
+    assert hidden_it.original_title in archive_body
+
+
+@pytest.mark.integration
+@pytest.mark.django_db
+def test_today_uses_latest_user_score_and_excludes_non_it(client, user, profile, job):
+    non_it = JobPosting.objects.create(
+        employer=job.employer,
+        original_title="Technieker Facilitaire Diensten",
+        normalized_title="technieker facilitaire diensten",
+        canonical_url="https://jobs.example.org/vacatures/facilitair",
+        canonical_key="7" * 64,
+        content_hash="6" * 64,
+        status=JobPosting.Status.ACTIVE,
+        first_seen=timezone.now(),
+    )
+    ScoreRun.objects.create(
+        job=job,
+        profile=profile,
+        profile_version=profile.version,
+        score=70,
+        confidence=0.9,
+        recommendation=ScoreRun.Recommendation.POSSIBLE,
+    )
+    ScoreRun.objects.create(
+        job=job,
+        profile=profile,
+        profile_version=profile.version,
+        score=66,
+        confidence=0.9,
+        recommendation=ScoreRun.Recommendation.POSSIBLE,
+    )
+    ScoreRun.objects.create(
+        job=non_it,
+        profile=profile,
+        profile_version=profile.version,
+        score=95,
+        confidence=0.9,
+        recommendation=ScoreRun.Recommendation.STRONG,
+    )
+    client.force_login(user)
+
+    response = client.get(reverse("dashboard:today"))
+
+    cards = list(response.context["score_cards"])
+    assert [card.job_id for card in cards] == [job.id]
+    assert cards[0].score == 66
+    assert response.context["filtered_non_it_jobs"] == 1
+
+
@pytest.mark.integration
@pytest.mark.django_db
@override_settings(
@@ -0,0 +1,39 @@
+from apps.jobs.services.relevance import assess_it_relevance, profile_requires_it_focus
+
+
+def test_title_led_it_relevance_accepts_clear_it_roles():
+    for title in (
+        "Modern Workplace Engineer",
+        "Product owner ICT (100%)",
+        "Functioneel Analist",
+        "Senior .Net Developer",
+        "Senior Mobile Developer",
+        "Deeltijds docent informatica, networking & security",
+    ):
+        assessment = assess_it_relevance(title)
+        assert assessment.relevant, title
+        assert assessment.signals
+
+
+def test_title_led_it_relevance_rejects_non_it_and_ambiguous_roles():
+    for title in (
+        "Technieker Facilitaire Diensten",
+        "Spontane sollicitatie - logopedist",
+        "Doctoraatsbursaal trombo-inflammatie bij hemodialyse",
+        "Stafmedewerker Onderwijs faculteit Rechten",
+        "Project Manager",
+        "Business Developer",
+        "IT Recruitment Specialist",
+    ):
+        assessment = assess_it_relevance(title)
+        assert not assessment.relevant, title
+        assert assessment.reason
+
+
+def test_active_it_profile_requires_deterministic_it_focus(profile):
+    assert profile_requires_it_focus(profile)
+
+    profile.name = "Algemeen profiel"
+    profile.desired_titles = ["verpleegkundige"]
+    profile.desired_skills = []
+    assert not profile_requires_it_focus(profile)
@@ -63,6 +63,18 @@ def test_hard_title_exclusion_wins(matching_job, profile):
    assert any("sales" in reason.lower() for reason in result.hard_exclusions)


+def test_non_it_vacancy_is_hidden_for_it_profile(matching_job, profile):
+    matching_job.original_title = "Spontane sollicitatie - logopedist"
+    matching_job.normalized_title = "spontane sollicitatie logopedist"
+    matching_job.description_text = "Werk met het digitale patiëntendossier in ons ziekenhuis."
+
+    result = calculate_score(matching_job, profile)
+
+    assert result.recommendation == ScoreRun.Recommendation.HIDDEN
+    assert any("Geen aantoonbaar IT-signaal" in reason for reason in result.hard_exclusions)
+    assert result.evidence["it_relevance"]["relevant"] is False
+
+
 def test_distance_boundary_inclusief(matching_job, profile, monkeypatch):
    profile.max_distance_km = 50
    profile.save(update_fields=["max_distance_km"])