diff --git a/internal/server/piagent_e2e_test.go b/internal/server/piagent_e2e_test.go
index 685c8403..ca0d5c5f 100644
--- a/internal/server/piagent_e2e_test.go
+++ b/internal/server/piagent_e2e_test.go
@@ -25,20 +25,30 @@ import (
 //
 // 运行方式（需 pi-agent runner 在线，建议 1h 超时）:
 //
-//	go test ./internal/server/ -run TestPiAgent_FullLifecycle -timeout 1h -v
+//	go test ./internal/server/ -run TestPiAgent_FullLifecycle -timeout 2h -v
 func TestPiAgent_FullLifecycle_MultiRole_RealWorld_E2E(t *testing.T) {
 	if testing.Short() {
 		t.Skip("skipping slow real-world E2E test in short mode")
 	}
 	// 1. 初始化配置并强制指定 pi-agent 后端与真实 Runner
+	runnerURL := os.Getenv("PI_AGENT_RUNNER_URL")
+	if runnerURL == "" {
+		runnerURL = "http://127.0.0.1:18865"
+	}
+	runnerToken := os.Getenv("PI_AGENT_RUNNER_AUTH_TOKEN")
+	if runnerToken == "" {
+		runnerToken = os.Getenv("RUNNER_AUTH_TOKEN")
+	}
 	cfg := &config.Config{
-		Env:              "dev",
-		AgentBackend:     "pi-agent",
-		PiAgentRunnerURL: "http://127.0.0.1:18865",
-		PiAgentModel:     "MiniMax-M3",
-		PiAgentProvider:  "minimax",
-		DataDir:          t.TempDir(),
-		AllowInMemory:    true,
+		Env:                    "dev",
+		AgentBackend:           "pi-agent",
+		AgentTimeout:           60 * time.Minute,
+		PiAgentRunnerURL:       runnerURL,
+		PiAgentRunnerAuthToken: runnerToken,
+		PiAgentModel:           "MiniMax-M3",
+		PiAgentProvider:        "minimax",
+		DataDir:                t.TempDir(),
+		AllowInMemory:          true,
 	}
 
 	svc := bizdev.MustNewService(t, cfg)
@@ -46,8 +56,8 @@ func TestPiAgent_FullLifecycle_MultiRole_RealWorld_E2E(t *testing.T) {
 	ts := httptest.NewServer(srv.Routes())
 	defer ts.Close()
 
-	// 单次 pi-agent 远程调用可能超过 10min；HTTP client 留 50min 余量，整体由 go test -timeout 1h 兜底。
-	client := &http.Client{Timeout: 50 * time.Minute}
+	// 单次 pi-agent 远程调用可能超过 30min；HTTP client 与 AgentTimeout 对齐，整体由 go test -timeout 2h 兜底。
+	client := &http.Client{Timeout: 65 * time.Minute}
 	ctx := context.Background()
 	stepStart := time.Now()
 	logStep := func(label string) {