diff --git a/bin/gstack-memory-ingest.ts b/bin/gstack-memory-ingest.ts
index 4aeba0b69..5cbb535ba 100644
--- a/bin/gstack-memory-ingest.ts
+++ b/bin/gstack-memory-ingest.ts
@@ -543,7 +543,7 @@ interface ParsedSession {
   partial: boolean;
 }
 
-function parseTranscriptJsonl(path: string): ParsedSession | null {
+export function parseTranscriptJsonl(path: string): ParsedSession | null {
   // Best-effort tolerant parser. Handles truncated last lines (D10 partial-flag).
   let raw: string;
   try {
@@ -619,7 +619,7 @@ function parseTranscriptJsonl(path: string): ParsedSession | null {
       const tool = rec?.name || rec?.tool || rec?.tool_call?.name || "tool";
       bodyParts.push(`### Tool call: ${tool}`);
     } else if (isCodex && rec?.payload?.message) {
-      // Codex shape: each record has payload.message
+      // Legacy Codex shape: each record has payload.message
       const msg = rec.payload.message;
       const role = msg.role || "user";
       const content = extractContentText(msg);
@@ -627,6 +627,18 @@ function parseTranscriptJsonl(path: string): ParsedSession | null {
         bodyParts.push(`## ${role.charAt(0).toUpperCase() + role.slice(1)}\n\n${content}`);
         messageCount++;
       }
+    } else if (isCodex && rec?.type === "response_item" && rec?.payload?.type === "message") {
+      // Current Codex rollout shape (#2105): records are
+      // { type: 'response_item', payload: { type: 'message', role, content: [...] } }.
+      // The legacy payload.message branch never fires on these, which rendered
+      // every Codex session as an empty shell (message_count: 0, 243/243 on
+      // the reporting machine). Flatten payload.content like the Claude branch.
+      const role = rec.payload.role || "user";
+      const content = extractContentText(rec.payload);
+      if (content) {
+        bodyParts.push(`## ${role.charAt(0).toUpperCase() + role.slice(1)}\n\n${content}`);
+        messageCount++;
+      }
     }
   }
 
diff --git a/test/gstack-memory-ingest.test.ts b/test/gstack-memory-ingest.test.ts
index 039beefad..b2d0a7b42 100644
--- a/test/gstack-memory-ingest.test.ts
+++ b/test/gstack-memory-ingest.test.ts
@@ -818,3 +818,46 @@ exit 0
     rmSync(home, { recursive: true, force: true });
   });
 });
+
+// #2105: current Codex rollout records are
+// { type: 'response_item', payload: { type: 'message', role, content: [...] } }
+// — the legacy payload.message branch never fired on them, so every Codex
+// session imported as an empty shell (message_count: 0, 243/243 on the
+// reporting machine).
+describe("#2105 codex response_item rollout shape", () => {
+  it("extracts messages from response_item records", async () => {
+    const { parseTranscriptJsonl } = await import("../bin/gstack-memory-ingest");
+    const dir = mkdtempSync(join(tmpdir(), "ingest-2105-"));
+    const file = join(dir, "rollout-2026-06-01.jsonl");
+    writeFileSync(file, [
+      JSON.stringify({ type: "session_meta", payload: { id: "s1", cwd: "/tmp/x" }, timestamp: "2026-06-01T00:00:00Z" }),
+      JSON.stringify({ type: "response_item", payload: { type: "message", role: "user", content: [{ type: "input_text", text: "hello codex" }] } }),
+      JSON.stringify({ type: "response_item", payload: { type: "message", role: "assistant", content: [{ type: "output_text", text: "hello human" }] } }),
+      // Non-message response_items must not count as messages.
+      JSON.stringify({ type: "response_item", payload: { type: "reasoning", summary: [] } }),
+    ].join("\n") + "\n");
+
+    const parsed = parseTranscriptJsonl(file)!;
+    expect(parsed).not.toBeNull();
+    expect(parsed.agent).toBe("codex");
+    expect(parsed.message_count).toBe(2);
+    expect(parsed.body).toContain("## User\n\nhello codex");
+    expect(parsed.body).toContain("## Assistant\n\nhello human");
+    rmSync(dir, { recursive: true, force: true });
+  });
+
+  it("legacy payload.message shape still parses", async () => {
+    const { parseTranscriptJsonl } = await import("../bin/gstack-memory-ingest");
+    const dir = mkdtempSync(join(tmpdir(), "ingest-2105-legacy-"));
+    const file = join(dir, "rollout-legacy.jsonl");
+    writeFileSync(file, [
+      JSON.stringify({ type: "session_meta", payload: { id: "s2", cwd: "/tmp/y" }, timestamp: "2026-06-01T00:00:00Z" }),
+      JSON.stringify({ payload: { message: { role: "user", content: "old shape" } } }),
+    ].join("\n") + "\n");
+
+    const parsed = parseTranscriptJsonl(file)!;
+    expect(parsed.message_count).toBe(1);
+    expect(parsed.body).toContain("## User\n\nold shape");
+    rmSync(dir, { recursive: true, force: true });
+  });
+});