diff --git a/docker-compose.yml b/docker-compose.yml
index 0511f80..08d634b 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -47,13 +47,14 @@ services:
   # Self-hosted Rivet engine. The backend's Rivet Kit client connects here.
   # The unified user agent runs as a durable Rivet actor (changes.md §5).
   rivet-engine:
-    image: rivetgg/engine:latest
+    image: rivetdev/engine:latest
     container_name: growqr-rivet
     ports:
       - "6420:6420"   # API
       - "6421:6421"   # Guard/edge
     environment:
       RIVET__AUTH__ADMIN_TOKEN: ${RIVET_ADMIN_TOKEN:-dev-admin-token}
+      RIVET__FILE_SYSTEM__PATH: /data
     volumes:
       - rivet-data:/data
     restart: unless-stopped
diff --git a/src/config.ts b/src/config.ts
index cf4c60b..34f1be9 100644
--- a/src/config.ts
+++ b/src/config.ts
@@ -58,8 +58,10 @@ export const config = {
     process.env.RESUME_SERVICE_URL ?? "http://localhost:8002",
   matchmakingServiceUrl:
     process.env.MATCHMAKING_SERVICE_URL ?? "http://localhost:8006",
-  growqrAppFrontendUrl:
-    process.env.GROWQR_APP_FRONTEND_URL ?? "http://localhost:3002",
+  workflowsDashboardUrl:
+    process.env.WORKFLOWS_DASHBOARD_URL ??
+    process.env.FRONTEND_ORIGIN ??
+    "http://localhost:3000",
 
   // ── Central Gitea (one org-wide instance, changes.md §2A) ──
   giteaUrl: process.env.GITEA_URL ?? "http://127.0.0.1:3001",
diff --git a/src/routes/chat.ts b/src/routes/chat.ts
index cc23302..5de38a8 100644
--- a/src/routes/chat.ts
+++ b/src/routes/chat.ts
@@ -245,7 +245,16 @@ export function chatRoutes() {
                 { userId, goal: String(toolCall.arguments.goal ?? "general") },
               );
               if (toolResult.status === "ok") {
-                sessions.push({ moduleId: "resume", moduleName: "Resume Agent", status: "done", summary: toolResult.summary });
+                const detail = toolResult.detail as Record<string, unknown> | undefined;
+                sessions.push({
+                  moduleId: "resume",
+                  moduleName: "Resume Agent",
+                  status: "done",
+                  sessionUrl: typeof detail?.ui_session_url === "string"
+                    ? detail.ui_session_url
+                    : buildServiceSessionUrl("resume-service", detail, String(toolCall.arguments.goal ?? "general")),
+                  summary: toolResult.summary,
+                });
               }
               break;
             }
diff --git a/src/services/service-agents.ts b/src/services/service-agents.ts
index 23c8420..fdc510e 100644
--- a/src/services/service-agents.ts
+++ b/src/services/service-agents.ts
@@ -28,23 +28,29 @@ export function buildServiceSessionUrl(
   detail: Record<string, unknown> | undefined,
   goal?: string,
 ): string | undefined {
+  const base = config.workflowsDashboardUrl.replace(/\/$/, "");
   const sessionId = detail?.session_id ?? detail?.sessionId;
-  if (!sessionId || typeof sessionId !== "string") return undefined;
-
-  const base = config.growqrAppFrontendUrl.replace(/\/$/, "");
-  const params = new URLSearchParams({ session_id: sessionId });
+  const params = new URLSearchParams();
+  if (sessionId && typeof sessionId === "string") params.set("session_id", sessionId);
   if (goal) params.set("goal", goal);
 
   if (service === "interview-service") {
+    if (!sessionId || typeof sessionId !== "string") return undefined;
     params.set("role", String(detail?.target_role ?? goal ?? "Interview practice"));
     params.set("type", String(detail?.interview_type ?? "behavioral"));
-    return `${base}/service-sessions/interview?${params.toString()}`;
+    return `${base}/v2/service-sessions/interview?${params.toString()}`;
   }
 
   if (service === "roleplay-service") {
+    if (!sessionId || typeof sessionId !== "string") return undefined;
     params.set("role", String(detail?.target_role ?? goal ?? "Roleplay practice"));
     params.set("type", String(detail?.roleplay_type ?? "custom"));
-    return `${base}/service-sessions/roleplay?${params.toString()}`;
+    return `${base}/v2/service-sessions/roleplay?${params.toString()}`;
+  }
+
+  if (service === "resume-service") {
+    if (goal) params.set("role", goal);
+    return `${base}/v2/service-sessions/resume${params.size ? `?${params.toString()}` : ""}`;
   }
 
   return undefined;
@@ -315,6 +321,7 @@ async function runResumeTailor(ctx: ServiceAgentContext): Promise<ServiceAgentRe
       detail: {
         ...(stateResult.detail as Record<string, unknown> ?? {}),
         goal: ctx.goal,
+        ui_session_url: buildServiceSessionUrl("resume-service", undefined, ctx.goal),
         recommendation: "Use the AI analysis and copilot tools to tailor bullet points, add missing keywords, and optimize for ATS.",
       },
     };