diff --git a/README.md b/README.md
index 3ffc713..6839c03 100644
--- a/README.md
+++ b/README.md
@@ -508,7 +508,7 @@ var NoopMetrics Metrics = &noopMetrics{}
 func NewPrometheusMetrics(namespace string) Metrics
 ```
 
-NewPrometheusMetrics creates a Metrics implementation backed by Prometheus. The namespace is prepended to all metric names \(e.g., "myapp" → "myapp\_worker\_started\_total"\). Metrics are auto\-registered with the default Prometheus registry.
+NewPrometheusMetrics creates a Metrics implementation backed by Prometheus. The namespace is prepended to all metric names \(e.g., "myapp" → "myapp\_worker\_started\_total"\). Metrics are auto\-registered with the default Prometheus registry. Safe to call multiple times with the same namespace — returns the cached instance. The cache is process\-global; use a small number of static namespaces \(not per\-request/tenant values\).
 
 <a name="RunOption"></a>
 ## type RunOption
diff --git a/metrics.go b/metrics.go
index f218d21..a30a86f 100644
--- a/metrics.go
+++ b/metrics.go
@@ -1,12 +1,18 @@
 package workers
 
 import (
+	"sync"
 	"time"
 
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/promauto"
 )
 
+var (
+	promMetricsMu    sync.RWMutex
+	promMetricsCache = map[string]*prometheusMetrics{}
+)
+
 // Metrics collects worker lifecycle metrics.
 // Implement this interface to provide custom metrics (e.g., Datadog, StatsD).
 // Use NoopMetrics to disable metrics, or NewPrometheusMetrics for the built-in
@@ -50,9 +56,24 @@ type prometheusMetrics struct {
 // NewPrometheusMetrics creates a Metrics implementation backed by Prometheus.
 // The namespace is prepended to all metric names (e.g., "myapp" →
 // "myapp_worker_started_total"). Metrics are auto-registered with the
-// default Prometheus registry.
+// default Prometheus registry. Safe to call multiple times with the same
+// namespace — returns the cached instance. The cache is process-global;
+// use a small number of static namespaces (not per-request/tenant values).
 func NewPrometheusMetrics(namespace string) Metrics {
-	return &prometheusMetrics{
+	promMetricsMu.RLock()
+	if m, ok := promMetricsCache[namespace]; ok {
+		promMetricsMu.RUnlock()
+		return m
+	}
+	promMetricsMu.RUnlock()
+
+	promMetricsMu.Lock()
+	defer promMetricsMu.Unlock()
+	// Double-check after acquiring write lock.
+	if m, ok := promMetricsCache[namespace]; ok {
+		return m
+	}
+	m := &prometheusMetrics{
 		started: promauto.NewCounterVec(prometheus.CounterOpts{
 			Namespace: namespace,
 			Name:      "worker_started_total",
@@ -90,6 +111,8 @@ func NewPrometheusMetrics(namespace string) Metrics {
 			Help:      "Number of currently active workers.",
 		}),
 	}
+	promMetricsCache[namespace] = m
+	return m
 }
 
 func (p *prometheusMetrics) WorkerStarted(name string) {
diff --git a/metrics_test.go b/metrics_test.go
index b24f62f..dbb25c7 100644
--- a/metrics_test.go
+++ b/metrics_test.go
@@ -187,3 +187,31 @@ func TestMetrics_NoopDefault(t *testing.T) {
 
 	Run(ctx, []*Worker{w}) // no WithMetrics — uses NoopMetrics
 }
+
+func TestNewPrometheusMetrics_CachesSameNamespace(t *testing.T) {
+	m1 := NewPrometheusMetrics("test_cache")
+	m2 := NewPrometheusMetrics("test_cache")
+	assert.Same(t, m1, m2, "same namespace should return same instance")
+}
+
+func TestNewPrometheusMetrics_DifferentNamespace(t *testing.T) {
+	m1 := NewPrometheusMetrics("ns_a")
+	m2 := NewPrometheusMetrics("ns_b")
+	assert.NotSame(t, m1, m2, "different namespaces should return different instances")
+}
+
+func TestNewPrometheusMetrics_ConcurrentSafe(t *testing.T) {
+	var wg sync.WaitGroup
+	results := make([]Metrics, 100)
+	for i := range results {
+		wg.Add(1)
+		go func(i int) {
+			defer wg.Done()
+			results[i] = NewPrometheusMetrics("concurrent_test")
+		}(i)
+	}
+	wg.Wait()
+	for _, m := range results {
+		assert.Same(t, results[0], m, "all concurrent calls should return same instance")
+	}
+}