Make mutations confirm themselves, and seed the evidence trail

Two demo gaps, both of which made working features look like they were not
there.

**Toasts fired into nothing.** RecordSheets already called toast.success on
every save, but <Toaster /> was never mounted, so nothing appeared. It could
not be mounted, either: the shadcn original imports next-themes, which PIG does
not use — it has its own provider so a chosen theme is persisted server-side
and follows a user between devices. Rewired to PIG's useTheme, mounted inside
ThemeProvider, and offset clear of the phone tab bar and the home indicator.

Feedback added where the interface otherwise gives none: allocation and hold
report the GPU-hours actually written, because the sheet closes on success and
the only other evidence is a number moving off-screen; releasing a hold says
the capacity is sellable again; fact decisions say what the decision meant, and
that approving evidence is not the same as writing it to a record; the profile
form confirms rather than just clearing itself, which otherwise reads as the
input being discarded.

**The fact table was empty**, so the review queue and every provenance tooltip
had nothing to show — the mechanism that makes an agent-written CRM
trustworthy, invisible. Six agent-derived facts seeded with a deliberate mix:
two applied, showing what a confident agent writes unprompted, and four
proposed, including one weak claim that a reviewer should reject, so the queue
is not a row of obvious approvals. Each carries a score, a band, evidence and
where available a source. Idempotent on subject+field+value; verified over two
runs.

Verified: toast confirmed firing in a real browser on a 393px viewport, 135
unit tests and e2e green, typecheck clean, CSP hash unchanged, 0px horizontal
overflow across 12 routes at both breakpoints.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

AGENTS.md

@@ -140,6 +140,13 @@ conflict on, do an existence check instead.
 flag set to false was silently on. Use the `envBoolean` helper in
 `apps/api/src/lib/config.ts`.
 
+**Mutations must confirm themselves.** `<Toaster />` is mounted in `App.tsx`
+inside `ThemeProvider`; use `toast.success` / `toast.error` in every mutation's
+`onSuccess` / `onError`. The shadcn Toaster ships wired to `next-themes`, which
+PIG does not use — it was rewired to PIG's `useTheme`. Before that it was never
+mounted, so toasts already written in RecordSheets fired into nothing and every
+save completed in silence.
+
 **shadcn's `accent` is a SUBTLE surface, not the brand.** shadcn uses
 `bg-accent` for hover, focus and selected states — dropdown items, command
 rows, ghost buttons. The brand is `primary`. In `tailwind.config.js`, `accent`

apps/web/src/App.tsx

@@ -12,6 +12,7 @@ import { CreateProfile } from '@/pages/CreateProfile';
 import { Register } from '@/pages/Register';
 import { PiggyMark } from '@/components/PiggyMark';
 import { EmptyState } from '@/components/ui';
+import { Toaster } from '@/components/ui/sonner';
 import { usePageTitle } from '@/lib/title';
 
 const Overview = lazy(() => import('@/pages/Overview').then(({ Overview }) => ({ default: Overview })));
@@ -79,6 +80,8 @@ export function App() {
         <BrowserRouter>
           <AuthGate config={config} />
         </BrowserRouter>
+        {/* Inside ThemeProvider: the host reads the resolved light/dark value. */}
+        <Toaster />
       </ThemeProvider>
     </QueryClientProvider>
   );

apps/web/src/components/AllocationSheet.tsx

@@ -37,6 +37,7 @@ import {
 } from '@/components/ui/sheet';
 import { Textarea } from '@/components/ui/textarea';
 import { ApiError, compactNumber, get, money, percent, post, shortDate } from '@/lib/api';
+import { toast } from 'sonner';
 
 export interface AvailabilityRow {
   commitmentId: string;
@@ -295,10 +296,24 @@ export function AllocationSheet({
           })
         : post<AllocationRecord>('/api/allocations', { ...body, status: values.status });
     },
-    onSuccess: async () => {
+    onSuccess: async (allocation, values) => {
       await refresh();
       onOpenChange(false);
+      // The sheet closes on success, so without this the only evidence the
+      // write landed is a number moving somewhere off-screen. Report what
+      // actually happened, in the units the seller was thinking in.
+      const hours = Number(allocation.gpuHours ?? values.gpuHours).toLocaleString();
+      toast.success(
+        values.kind === 'hold' ? 'Capacity held' : 'Capacity allocated',
+        {
+          description:
+            values.kind === 'hold'
+              ? `${hours} GPU-hours reserved. The hold releases automatically when it expires.`
+              : `${hours} GPU-hours committed. Margin and utilisation have been updated.`,
         },
+      );
+    },
+    onError: (error) => toast.error('Could not save', { description: errorMessage(error) }),
   });
   const release = useMutation({
     mutationFn: (id: string) =>
@@ -306,8 +321,16 @@ export function AllocationSheet({
         reason: releaseReason.trim() || undefined,
       }),
     onMutate: () => setReleaseError(null),
-    onSuccess: refresh,
+    onSuccess: async () => {
-    onError: (error) => setReleaseError(errorMessage(error)),
+      await refresh();
+      toast.success('Hold released', {
+        description: 'The capacity is available to sell again.',
+      });
+    },
+    onError: (error) => {
+      setReleaseError(errorMessage(error));
+      toast.error('Could not release the hold', { description: errorMessage(error) });
+    },
   });
 
   const chooseCommitment = (id: string) => {

apps/web/src/components/ui/sonner.tsx

@@ -1,29 +1,43 @@
-import { useTheme } from "next-themes"
+/**
-import { Toaster as Sonner } from "sonner"
+ * Toast host.
+ *
+ * The shadcn original reads the theme from `next-themes`, which PIG does not
+ * use — it has its own provider so a user's choice can be persisted server-side
+ * and follow them between devices. Importing next-themes here would have thrown
+ * at module load, which is why the Toaster was never mounted and every mutation
+ * in the app completed in silence.
+ *
+ * Rewired to PIG's `useTheme`, which already resolves `system` to a concrete
+ * light or dark value.
+ */
+import { Toaster as Sonner, type ToasterProps } from 'sonner';
+import { useTheme } from '@/lib/theme';
 
-type ToasterProps = React.ComponentProps<typeof Sonner>
+export function Toaster(props: ToasterProps) {
-
+  const { resolved } = useTheme();
-const Toaster = ({ ...props }: ToasterProps) => {
-  const { theme = "system" } = useTheme()
 
   return (
     <Sonner
-      theme={theme as ToasterProps["theme"]}
+      theme={resolved}
       className="toaster group"
+      // Above the sheets and dialogs it confirms, and clear of the phone tab
+      // bar and the home indicator beneath it.
+      position="bottom-right"
+      offset="1rem"
+      style={{ marginBottom: 'calc(var(--safe-bottom) + 4rem)' }}
       toastOptions={{
         classNames: {
           toast:
-            "group toast group-[.toaster]:bg-background group-[.toaster]:text-foreground group-[.toaster]:border-border group-[.toaster]:shadow-lg",
+            'group toast group-[.toaster]:bg-surface group-[.toaster]:text-fg ' +
-          description: "group-[.toast]:text-muted-foreground",
+            'group-[.toaster]:border-border group-[.toaster]:shadow-lg',
-          actionButton:
+          description: 'group-[.toast]:text-muted',
-            "group-[.toast]:bg-primary group-[.toast]:text-primary-foreground",
+          actionButton: 'group-[.toast]:bg-primary group-[.toast]:text-primary-foreground',
-          cancelButton:
+          cancelButton: 'group-[.toast]:bg-surface-2 group-[.toast]:text-muted',
-            "group-[.toast]:bg-muted group-[.toast]:text-muted-foreground",
+          error: 'group-[.toaster]:text-danger',
+          success: 'group-[.toaster]:text-positive',
         },
       }}
       {...props}
     />
-  )
+  );
 }
-
-export { Toaster }

apps/web/src/pages/FactReview.tsx

@@ -15,6 +15,7 @@ import { Button } from '@/components/ui/button';
 import { get, patch, relativeTime } from '@/lib/api';
 import { can } from '@/lib/permissions';
 import { usePageTitle } from '@/lib/title';
+import { toast } from 'sonner';
 
 interface ReviewItem {
   fact: SourcedFact;
@@ -74,7 +75,16 @@ export function FactReview() {
   const decision = useMutation({
     mutationFn: ({ id, status }: { id: string; status: 'approved' | 'dismissed' }) =>
       patch<DecisionResponse>(`/api/facts/${id}/decision`, { status }),
-    onSuccess: async () => {
+    onSuccess: async (_result, variables) => {
+      toast.success(
+        variables.status === 'approved' ? 'Evidence accepted' : 'Claim dismissed',
+        {
+          description:
+            variables.status === 'approved'
+              ? 'Recorded as reviewed. Applying it to the record is a separate, field-aware step.'
+              : 'It will not be proposed again from the same evidence.',
+        },
+      );
       await queryClient.invalidateQueries({ queryKey: ['facts', 'proposed'] });
     },
   });

apps/web/src/pages/Settings.tsx

@@ -14,6 +14,7 @@ import { Badge, Button, Card, CardContent, CardHeader, CardTitle, Input } from '
 import { useState } from 'react';
 import { usePageTitle } from '@/lib/title';
 import { AdminSettings } from '@/components/AdminSettings';
+import { toast } from 'sonner';
 
 interface Me {
   id: string;
@@ -144,7 +145,11 @@ function Profile({ me }: { me: Me | undefined }) {
       void queryClient.invalidateQueries({ queryKey: ['me'] });
       setName('');
       setTitle('');
+      // The form clears itself on success, which without confirmation reads as
+      // though the input was discarded rather than saved.
+      toast.success('Profile saved');
     },
+    onError: () => toast.error('Could not save your profile'),
   });
 
   if (!me) return null;

packages/db/src/seed/demo.ts

@@ -41,6 +41,7 @@ import { createDatabase } from '../client';
 import {
   accounts,
   activities,
+  facts,
   allocations,
   capacityCommitments,
   capacityRequests,
@@ -660,7 +661,166 @@ async function seedDemo() {
     }
   }
 
+  // -------------------------------------------------- agent-derived facts
+  //
+  // Without these the fact-review queue and every provenance tooltip are
+  // empty, which hides the thing that makes an agent-written CRM trustworthy:
+  // that each claim carries a score, a band, evidence and a source, and that
+  // only verified claims apply themselves.
+  //
+  // The mix is deliberate. Two `applied` facts show what a confident agent
+  // writes unprompted; four `proposed` show what waits for a human; one is a
+  // near-miss that a reviewer should reject, so the queue is not a row of
+  // obvious approvals.
+  const factSeeds: {
+    accountDomain?: string;
+    contactName?: string;
+    field: string;
+    value: string;
+    score: string;
+    band: 'verified' | 'probable' | 'possible';
+    status: 'applied' | 'proposed';
+    method: string;
+    sourceUrl?: string;
+    evidence: Record<string, unknown>;
+  }[] = [
+    {
+      accountDomain: 'coreweave.com',
+      field: 'supplierType',
+      value: 'neocloud',
+      score: '0.960',
+      band: 'verified',
+      status: 'applied',
+      method: 'web_search',
+      sourceUrl: 'https://www.coreweave.com/',
+      evidence: {
+        quote: 'Describes itself as an AI hyperscaler providing GPU cloud infrastructure.',
+        corroboration: 2,
+      },
+    },
+    {
+      accountDomain: 'nebius.com',
+      field: 'jurisdiction',
+      value: 'European Union',
+      score: '0.910',
+      band: 'verified',
+      status: 'applied',
+      method: 'web_search',
+      sourceUrl: 'https://nebius.com/',
+      evidence: {
+        quote: 'Operates a datacentre in Finland, inside the EU data-residency perimeter.',
+        matters: 'Determines eligibility for customers with EU residency requirements.',
+      },
+    },
+    {
+      accountDomain: 'crusoe.ai',
+      field: 'certifications',
+      value: 'SOC 2 Type II',
+      score: '0.720',
+      band: 'probable',
+      status: 'proposed',
+      method: 'web_search',
+      sourceUrl: 'https://crusoe.ai/',
+      evidence: {
+        quote: 'A trust page references SOC 2, but the report scope and observation window are not stated.',
+        caution: 'Scope matters — a report can cover only some products.',
+      },
+    },
+    {
+      accountDomain: 'lambda.ai',
+      field: 'supplierType',
+      value: 'neocloud',
+      score: '0.680',
+      band: 'probable',
+      status: 'proposed',
+      method: 'web_search',
+      sourceUrl: 'https://lambda.ai/',
+      evidence: { quote: 'Markets GPU cloud and on-premises clusters.' },
+    },
+    {
+      contactName: 'Dana Whitfield',
+      field: 'title',
+      value: 'VP Infrastructure',
+      score: '0.540',
+      band: 'possible',
+      status: 'proposed',
+      method: 'inference',
+      evidence: {
+        reasoning: 'A conference bio lists a VP title; the CRM records Head of Infrastructure.',
+        conflict: 'Sources disagree, and neither is dated.',
+      },
+    },
+    {
+      accountDomain: 'runpod.io',
+      field: 'customerSegment',
+      value: 'frontier_lab',
+      score: '0.310',
+      band: 'possible',
+      status: 'proposed',
+      method: 'inference',
+      evidence: {
+        reasoning: 'Inferred from a blog post mentioning large training runs.',
+        warning:
+          'Weak. This is a supply-side provider, not a frontier lab — a reviewer should reject it.',
+      },
+    },
+  ];
+
+  let factsAdded = 0;
+  for (const seed of factSeeds) {
+    let accountId: string | undefined;
+    let contactId: string | undefined;
+
+    if (seed.accountDomain) {
+      const [row] = await db
+        .select({ id: accounts.id })
+        .from(accounts)
+        .where(eq(accounts.domain, seed.accountDomain))
+        .limit(1);
+      accountId = row?.id;
+    }
+    if (seed.contactName) {
+      const [row] = await db
+        .select({ id: contacts.id })
+        .from(contacts)
+        .where(eq(contacts.fullName, seed.contactName))
+        .limit(1);
+      contactId = row?.id;
+    }
+    if (!accountId && !contactId) continue;
+
+    // Idempotent on the natural key: one claim per subject per field per value.
+    const [existing] = await db
+      .select({ id: facts.id })
+      .from(facts)
+      .where(
+        and(
+          accountId ? eq(facts.accountId, accountId) : eq(facts.contactId, contactId!),
+          eq(facts.field, seed.field),
+          eq(facts.value, seed.value),
+        ),
+      )
+      .limit(1);
+    if (existing) continue;
+
+    await db.insert(facts).values({
+      accountId,
+      contactId,
+      field: seed.field,
+      value: seed.value,
+      score: seed.score,
+      band: seed.band,
+      status: seed.status,
+      method: seed.method,
+      sourceUrl: seed.sourceUrl,
+      evidence: seed.evidence,
+      observedAt: at(-Math.round(Math.random() * 6) - 1),
+    });
+    factsAdded += 1;
+  }
+
   console.log('  4 capacity commitments, with sites, MSAs and negotiated SLAs');
+  console.log(`  ${factSeeds.length} agent-derived facts (${factsAdded} new) — 2 applied, 4 awaiting review`);
   console.log('  6 demand deals across the pipeline, 5 supply deals');
   console.log('  Allocations including one unconverted hold and internal research burn');
   console.log('\nEverything is prefixed "DEMO — ". Remove it with: npm run db:demo -- --clear');