fix(runner): 保留同平台重试的并发租约

同平台 retry_same 之前会在首个 attempt 失败时释放任务级 admission 租约，下一次 attempt 继续续租旧租约并进入 upstream_submission_unknown。

现在明确区分 attempt 自有租约与任务级 admission 租约，只在 attempt 结束时释放前者；补充回归测试覆盖同平台重试继续续租 admission 租约。

验证：env -u AI_GATEWAY_TEST_DATABASE_URL go test ./... -count=1；go vet ./...；gofmt；git diff --check。

apps/api/internal/runner/execution_lease_test.go

@@ -31,3 +31,29 @@ func TestLeaseRenewalFatalityDistinguishesTransientDatabaseErrors(t *testing.T)
 		t.Fatal("concurrency lease renewal error at expiry must be fatal")
 	}
 }
+
+func TestBindAttemptConcurrencyLeasesPreservesAdmissionLeaseAcrossRetry(t *testing.T) {
+	attemptLease := store.ConcurrencyLease{ID: "attempt-lease", TTL: time.Minute}
+	admissionLeases := []store.ConcurrencyLease{
+		{ID: "admission-user-group", TTL: 2 * time.Minute},
+		{ID: "admission-worker-capacity", TTL: 2 * time.Minute},
+	}
+
+	active, release := bindAttemptConcurrencyLeases([]store.ConcurrencyLease{attemptLease}, admissionLeases)
+	if len(active) != 3 || active[0].ID != attemptLease.ID || active[1].ID != admissionLeases[0].ID || active[2].ID != admissionLeases[1].ID {
+		t.Fatalf("active leases must renew attempt and admission ownership together: %+v", active)
+	}
+	if len(release) != 1 || release[0].ID != attemptLease.ID {
+		t.Fatalf("attempt cleanup must not release task-scoped admission leases: %+v", release)
+	}
+
+	// A same-platform retry receives the same admission lease IDs. The first
+	// attempt cleanup must leave them renewable by the next attempt.
+	retryActive, retryRelease := bindAttemptConcurrencyLeases(nil, admissionLeases)
+	if len(retryActive) != 2 || retryActive[0].ID != admissionLeases[0].ID || retryActive[1].ID != admissionLeases[1].ID {
+		t.Fatalf("retry must keep using the live admission leases: %+v", retryActive)
+	}
+	if len(retryRelease) != 0 {
+		t.Fatalf("retry without attempt-owned leases must not release admission leases: %+v", retryRelease)
+	}
+}

apps/api/internal/runner/service.go

@@ -1357,20 +1357,18 @@ func (s *Service) runCandidate(
 		clientErr := &clients.ClientError{Code: "rate_limit", Message: err.Error(), Retryable: retryable}
 		return clients.Response{}, &localRateLimitError{clientErr: clientErr, cause: err, retryAfter: localRateLimitRetryAfter(err)}
 	}
+	attemptOwnedLeases := append([]store.ConcurrencyLease(nil), limitResult.Leases...)
 	if admittedPlatformModelID == candidate.PlatformModelID {
-		limitResult.Leases = append(limitResult.Leases, admittedLeases...)
+		limitResult.Leases, attemptOwnedLeases = bindAttemptConcurrencyLeases(limitResult.Leases, admittedLeases)
 	}
 	rateReservationsFinalized := false
-	retainAdmittedLeases := false
 	defer func() {
 		if !rateReservationsFinalized {
 			_ = s.store.ReleaseRateLimitReservations(context.WithoutCancel(ctx), limitResult.Reservations, "attempt_failed")
 		}
 	}()
 	defer func() {
-		if !retainAdmittedLeases {
-			_ = s.store.ReleaseConcurrencyLeases(context.WithoutCancel(ctx), limitResult.Leases)
-		}
+		_ = s.store.ReleaseConcurrencyLeases(context.WithoutCancel(ctx), attemptOwnedLeases)
 	}()
 
 	attemptID, err := s.store.CreateTaskAttempt(ctx, store.CreateTaskAttemptInput{
@@ -1798,12 +1796,20 @@ func (s *Service) runCandidate(
 	}); err != nil {
 		s.logger.Warn("record cache affinity observation failed", "error", err, "clientId", candidate.ClientID)
 	}
-	if admittedPlatformModelID == candidate.PlatformModelID {
-		retainAdmittedLeases = true
-	}
 	return response, nil
 }
 
+// bindAttemptConcurrencyLeases combines task-scoped admission leases with
+// leases acquired by the current attempt. Only the latter are returned for
+// attempt cleanup: admission owns its leases across retry_same and releases
+// them when the task changes binding or reaches a terminal state.
+func bindAttemptConcurrencyLeases(attemptLeases []store.ConcurrencyLease, admissionLeases []store.ConcurrencyLease) ([]store.ConcurrencyLease, []store.ConcurrencyLease) {
+	attemptOwned := append([]store.ConcurrencyLease(nil), attemptLeases...)
+	active := append([]store.ConcurrencyLease(nil), attemptLeases...)
+	active = append(active, admissionLeases...)
+	return active, attemptOwned
+}
+
 func (s *Service) observeProviderQuotaWait(metric string) {
 	observer, ok := s.billingMetrics.(interface {
 		ObserveProviderQuotaWait(string)