lidge-jun · Eleven-is-cool · Sep 9, 2026
@@ -245,6 +245,15 @@ The cache remains bounded; this does not extend retention or recover history the
 longer has. HTTP clients must handle the error explicitly and resend their full context without
 `previous_response_id`. Retrying only the same ID cannot recover missing state.
 
+The same recovery signal applies to routed Responses providers configured with
+`statelessResponses: true`, and to routed requests when a custom tool is lowered to a
+function but a delta result has no local call to establish its original type. Full replay
+preserves the call, result, and reasoning together; opencodex does not guess the result type
+or discard it. Stateful providers can still resolve native function and native-only custom
+continuations themselves. These checks follow the selected wire protocol and tool catalog,
+not the model name. For gateways that cannot resolve stored response IDs, explicitly enable
+`statelessResponses` on that provider; this does not change other providers' defaults.
+
 ### Authless Codex Desktop (opt-in)
 
 In **Dashboard → Overview**, **Open Codex without signing in** controls this existing

@@ -128,6 +128,15 @@ upstream 요청 전에 `previous_response_not_found`를 반환합니다. Codex W
 `previous_response_id` 없이 전체 컨텍스트를 다시 보내야 합니다. 같은 ID만 재시도해서는
 누락된 상태를 복구할 수 없습니다.
 
+`statelessResponses: true`인 routed Responses provider에도 같은 복구 신호가 적용됩니다.
+또한 routed 경로에서 custom 도구를 function으로 변환하지만 증분 결과에 대응하는
+로컬 호출 기록이 없으면 전체 기록을 요청합니다. 호출, 결과, reasoning을 함께 재생하며
+결과 유형을 추측하거나 버리지 않습니다. 상태를 저장하는 provider의 네이티브 function 및
+네이티브 custom 전용 continuation은 그대로 전달됩니다. 이 검사는 모델명이 아니라 선택된
+wire protocol과 도구 선언을 따릅니다. 저장된 response ID를 복원하지 못하는 gateway에는
+해당 provider의 `statelessResponses`를 명시적으로 활성화하세요. 다른 provider의 기본값은
+바뀌지 않습니다.
+
 ## 스레드 식별자와 대화 기록
 
 기본 loopback 형식은 새 thread에 네이티브 `openai` provider 태그를 유지하므로 일반적인 resume history는 다시 매핑할 필요가 없습니다. sync와 restore는 일치하는 백업 manifest만 적용하여 각 thread의 원래 provider, source, event marker를 정확히 복원합니다. manifest가 없는 `opencodex` row는 변경하지 않으며, legacy 재태깅을 명시적으로 강제하려는 경우에만 `ocx recover-history --legacy-openai --yes`를 사용합니다. 이 명령은 의도적으로 범위가 넓습니다. 사용자 메시지가 있고 현재 `opencodex`로 표시된 모든 thread를 `openai`로 바꾸고, `exec`를 `cli`로 정규화하며 event marker를 설정합니다. 정상적인 dedicated-provider history도 포함됩니다. 상태를 백업하고 이 전체 범위를 의도한 경우에만 사용하세요. non-loopback 전용 provider 모드는 활성 상태일 때만 history를 `opencodex` provider 아래로 미러링하고, 종료할 때는 백업된 메타데이터를 복원합니다. history를 건드리지 않으려면 `syncResumeHistory: false`로 설정하세요.

@@ -938,7 +938,8 @@ representation returned to the client, including the visible content-to-summary
 echoing full history with `previous_response_id` does not duplicate that history. Hidden-summary
 requests and opaque reasoning blobs retain their existing representation. Cache hits can also
 supply earlier history for delta continuations;
-after a cache miss, resend the complete conversation without `previous_response_id`. Stateless
+after a cache miss, the proxy returns `previous_response_not_found` before upstream dispatch so
+the client can resend the complete conversation without `previous_response_id`. Stateless
 repair labels orphan results and missing tool results; it cannot reconstruct lost history or
 prove whether a missing tool execution succeeded.
 

@@ -261,6 +261,29 @@ export function rewriteRoutedCustomToolsForUpstream(
   return { body: rewriteForUpstream(body, conversionNames, callIds), names, repairNames };
 }
 
+/**
+ * A delta result has no tool name. Without its call, lowering cannot tell whether it belongs
+ * to a converted function or a native custom tool. Request full replay instead of guessing.
+ */
+export function hasUnmappedRoutedCustomToolOutput(
+  body: unknown,
+  supportsResponsesCustomTools?: boolean,
+): boolean {
+  if (!isPlainObject(body) || !Array.isArray(body.input)) return false;
+  if (collectRoutedCustomToolNames(body, supportsResponsesCustomTools).size === 0) return false;
+  const callIds = new Set<string>();
+  for (const item of body.input) {
+    if (isPlainObject(item)
+      && (item.type === "custom_tool_call" || item.type === "function_call")
+      && typeof item.call_id === "string") callIds.add(item.call_id);
+  }
+  return body.input.some(item => isPlainObject(item)
+    && item.type === "custom_tool_call_output"
+    && typeof item.call_id === "string"
+    && item.call_id.length > 0
+    && !callIds.has(item.call_id));
+}
+
 export function restoreRoutedCustomCalls(
   value: unknown,
   names: ReadonlySet<string>,

@@ -394,7 +394,7 @@ import {
   payloadRewriteAsBlockRewrite,
   relaySseWithBlockRewrite,
 } from "../sse-payload-rewrite";
-import { restoreRoutedCustomCalls, restoreRoutedCustomCallsInJson } from "../../responses/custom-tool-compat";
+import { hasUnmappedRoutedCustomToolOutput, restoreRoutedCustomCalls, restoreRoutedCustomCallsInJson } from "../../responses/custom-tool-compat";
 import { createRoutedCustomToolRestoreBlockRewrite } from "../responses-custom-tool-repair";
 import { collectFunctionCallRepairSchemas, repairFunctionCallsInJson } from "../../responses/function-call-compat";
 import { createResponsesFunctionToolRepairBlockRewrite } from "../responses-function-tool-repair";
@@ -3673,6 +3673,22 @@ async function handleResponsesInner(
     );
   }
 
+  if (hasUnexpandedPreviousResponse) {
+    const continuationProvider = resolveWireProtocolOverride(route.providerName, route.modelId, route.provider, inboundWire);
+    // Stateless destinations cannot resolve the omitted prefix. Stateful destinations may,
+    // but a lowered custom result still needs its call to recover the original wire type.
+    // Native function/custom continuations without lowering keep their upstream-owned state.
+    if (continuationProvider.adapter === "openai-responses"
+      && (continuationProvider.statelessResponses === true
+        || hasUnmappedRoutedCustomToolOutput(parsed._rawBody, continuationProvider.supportsResponsesCustomTools))) {
+      return formatErrorResponse(
+        400,
+        "previous_response_not_found",
+        "Routed continuation requires unavailable local history; resend the full conversation without previous_response_id.",
+      );
+    }
+  }
+
   // Captured before normalization: whether the CLIENT asked for SSE. The
   // transport-neutral upstream-streaming policy below may force a bounded JSON
   // upstream for reliability (#875); the answer must then be reframed to SSE

@@ -230,8 +230,8 @@ export interface OcxProviderConfig {
   /**
    * Responses upstream that stores nothing server-side (DeepSeek documents "the API
    * is stateless"). Stateful request parameters are dropped, `store` is pinned false,
-   * and orphaned tool results left by a replay miss are repaired rather than
-   * forwarded to an upstream that cannot resolve their pair.
+   * and missing local continuation history returns previous_response_not_found so
+   * clients can resend full input. Explicit input still receives orphan-item repair.
    */
   statelessResponses?: boolean;
   /**

@@ -413,7 +413,10 @@ logic fills absent values and preserves explicit false; renamed custom configura
 no new destination-based migration. The existing stateless pass sets `store: false`, removes
 stored continuation parameters, and repairs orphan calls/results without claiming execution
 success. A local replay-cache hit supplies history; a miss cannot reconstruct it, so callers
-must resend complete history without `previous_response_id`. This flag also enables the existing
+receive `previous_response_not_found` before upstream dispatch and must resend complete history
+without `previous_response_id`. Routed custom-tool lowering also requires this recovery when a
+delta result lacks its call and the original wire type cannot be established. Stateful native
+function and native-only custom continuations retain upstream-owned resolution. This flag also enables the existing
 visible content-to-summary rewrite for SSE and JSON; summary-channel items and opaque reasoning
 blobs keep their existing response handling. The shared recording callback applies the same
 reasoning rewrite under the exact client-visible predicate before caching output, after tool

@@ -286,6 +286,126 @@ afterEach(() => {
   else process.env.OPENCODEX_API_AUTH_TOKEN = previousApiToken;
 });
 
+describe("routed replay recovery", () => {
+  test.each([
+    { stateless: true, custom: false, expired: false },
+    { stateless: true, custom: false, expired: true },
+    { stateless: false, custom: true, expired: false },
+    { stateless: false, custom: true, expired: true },
+    { stateless: false, custom: true, expired: false, authMode: "forward" },
+    { stateless: true, custom: false, expired: false, adapter: "openai-chat" },
+  ] as const)("recovers missing history without orphaning tool results: %j", async scenario => {
+    const { stateless, custom, expired } = scenario;
+    const upstreamRequests: Record<string, unknown>[] = [];
+    const realNow = Date.now;
+    const toolCall = custom
+      ? { type: "custom_tool_call", call_id: "call_replay", name: "exec", input: "text(1)", status: "completed" }
+      : { type: "function_call", call_id: "call_replay", name: "lookup", arguments: "{}", status: "completed" };
+    const toolResult = {
+      type: custom ? "custom_tool_call_output" : "function_call_output",
+      call_id: "call_replay", output: "1",
+    };
+    const reasoning = { type: "reasoning", content: [{ type: "reasoning_text", text: "Use the lookup result." }] };
+    const history = [inputMessage(HISTORICAL_USER_SENTINEL), reasoning, toolCall];
+    const tools = custom
+      ? [{ type: "custom", name: "exec", description: "Run JavaScript", format: { type: "text" } }]
+      : [{ type: "function", name: "lookup", parameters: { type: "object", properties: {} } }];
+    const upstream = Bun.serve({
+      port: 0,
+      async fetch(request) {
+        const body = await request.json() as Record<string, unknown>;
+        upstreamRequests.push(body);
+        const items = body.input as Array<Record<string, unknown>>;
+        // A strict upstream cannot resolve a tool result without its matching function call.
+        if (!items.some(item => item.type === "function_call" && item.call_id === "call_replay")
+          || !items.some(item => item.type === "function_call_output" && item.call_id === "call_replay")) {
+          return Response.json({ error: { type: "invalid_request_error", message: "No matching tool call" } }, { status: 400 });
+        }
+        return new Response(completedSse("resp_routed_recovered", "recovered"), {
+          headers: { "content-type": "text/event-stream" },
+        });
+      },
+    });
+    let server: ReturnType<typeof startServer> | null = null;
+    let socket: WebSocket | null = null;
+    try {
+      if (expired) {
+        Date.now = () => realNow() - EXPIRED_AGE_MS;
+        rememberResponseState(
+          { input: [history[0]], tools, store: false },
+          { id: FIRST_RESPONSE_ID, status: "completed", output: [reasoning, toolCall] },
+          undefined, { force: true },
+        );
+        Date.now = realNow;
+      }
+      saveConfig({
+        port: 0, hostname: "127.0.0.1", websockets: true, defaultProvider: "routed-test",
+        providers: {
+          "routed-test": {
+            adapter: "adapter" in scenario ? scenario.adapter : "openai-responses",
+            modelAdapters: { "test-model": "openai-responses" },
+            baseUrl: upstream.url.toString(), allowPrivateNetwork: true,
+            authMode: "authMode" in scenario ? scenario.authMode : "key", apiKey: "synthetic-key", defaultModel: "test-model",
+            statelessResponses: stateless, preserveResponsesReasoningContent: true,
+          },
+        },
+      } as OcxConfig);
+      server = startServer(0);
+      const deltaRequest = {
+        model: "routed-test/test-model", previous_response_id: FIRST_RESPONSE_ID,
+        input: [toolResult], tools, store: false,
+      };
+      const httpRejected = await originalFetch(new URL("/v1/responses", server.url), {
+        method: "POST", headers: { "content-type": "application/json" },
+        body: JSON.stringify(deltaRequest),
+      });
+      expect(httpRejected.status).toBe(400);
+      expect(await httpRejected.json()).toMatchObject({ error: { code: "previous_response_not_found" } });
+      expect(upstreamRequests).toHaveLength(0);
+      socket = await openResponseSocket(server.url, {});
+      const rejected = await sendSocketTurn(socket, deltaRequest);
+      expect(rejected).toMatchObject({
+        type: "error", status: 400,
+        error: { type: "invalid_request_error", code: "previous_response_not_found" },
+      });
+      expect(upstreamRequests).toHaveLength(0);
+
+      socket.close();
+      socket = await openResponseSocket(server.url, {});
+      const recovered = await sendSocketTurn(socket, {
+        model: "routed-test/test-model", input: [...history, toolResult], tools, store: false,
+      });
+      expect(recovered.type).toBe("response.completed");
+      expect(upstreamRequests).toHaveLength(1);
+      expect(upstreamRequests[0]!.previous_response_id).toBeUndefined();
+      expect(upstreamRequests[0]!.input).toEqual([
+        history[0], reasoning,
+        { type: "function_call", call_id: "call_replay", name: custom ? "exec" : "lookup",
+          arguments: custom ? JSON.stringify({ input: "text(1)" }) : "{}", status: "completed" },
+        { ...toolResult, type: "function_call_output" },
+      ]);
+      await waitForRecordedResponseState();
+
+      // Recovery must seed complete local history so the next delta does not repeat the miss.
+      const continued = await sendSocketTurn(socket, {
+        model: "routed-test/test-model", previous_response_id: "resp_routed_recovered",
+        input: [inputMessage(CURRENT_USER_SENTINEL)], tools, store: false,
+      });
+      expect(continued.type).toBe("response.completed");
+      expect(upstreamRequests).toHaveLength(2);
+      expect(upstreamRequests[1]!.previous_response_id).toBeUndefined();
+      const items = upstreamRequests[1]!.input as Array<Record<string, unknown>>;
+      expect(items.filter(item => item.call_id === "call_replay")).toHaveLength(2);
+      expect(items.at(-1)).toEqual(inputMessage(CURRENT_USER_SENTINEL));
+    } finally {
+      Date.now = realNow;
+      socket?.close();
+      await server?.stop(true);
+      await upstream.stop(true);
+    }
+  }, SERVER_BUDGET_MS);
+});
+
 describe("Issue #702 expired forward replay state", () => {
   test("known continuation spill failure returns terminal structured previous_response_not_found before upstream I/O", async () => {
     const responseId = "resp_issue_702_missing_spill";
@@ -512,7 +632,7 @@ describe("Issue #702 expired forward replay state", () => {
     expect(JSON.stringify(scenario.upstreamRequests[0]!.body)).toContain(HISTORICAL_USER_SENTINEL);
   });
 
-  test("API-key Responses providers can still forward native previous_response_id state", async () => {
+  test.each(["message", "function", "custom"] as const)("API-key Responses providers can still forward native %s continuation state", async kind => {
     const upstreamRequests: Record<string, unknown>[] = [];
     const realNow = Date.now;
     let upstream: ReturnType<typeof Bun.serve> | null = null;
@@ -539,6 +659,7 @@ describe("Issue #702 expired forward replay state", () => {
             allowPrivateNetwork: true,
             apiKey: "provider-key",
             defaultModel: "gpt-5.5",
+            statelessResponses: false,
           },
         },
       } as OcxConfig);
@@ -551,13 +672,22 @@ describe("Issue #702 expired forward replay state", () => {
           model: "test-openai/gpt-5.5",
           previous_response_id: "resp_upstream_native_state",
           input: [inputMessage(CURRENT_USER_SENTINEL)],
+          ...(kind === "message" ? {} : {
+            tools: [kind === "custom"
+              ? { type: "custom", name: "apply_patch", description: "Apply patch", format: { type: "text" } }
+              : { type: "function", name: "lookup", parameters: { type: "object", properties: {} } }],
+            input: [{ type: kind === "custom" ? "custom_tool_call_output" : "function_call_output", call_id: "call_native", output: "done" }],
+          }),
           stream: true,
         }),
       });
       expect(response.status).toBe(200);
       await response.text();
       expect(upstreamRequests).toHaveLength(1);
       expect(upstreamRequests[0]!.previous_response_id).toBe("resp_upstream_native_state");
+      if (kind !== "message") expect(upstreamRequests[0]!.input).toEqual([
+        { type: kind === "custom" ? "custom_tool_call_output" : "function_call_output", call_id: "call_native", output: "done" },
+      ]);
     } finally {
       Date.now = realNow;
       globalThis.fetch = originalFetch;