diff --git a/.jules/bolt.md b/.jules/bolt.md
index 29665ec..f49d7ff 100644
--- a/.jules/bolt.md
+++ b/.jules/bolt.md
@@ -21,3 +21,7 @@
 ## 2024-10-25 - Avoid mime.ParseMediaType for exact header matching
 **Learning:** Using `mime.ParseMediaType` for exact or prefix header matching in hot paths introduces unnecessary memory allocations.
 **Action:** When substituting with `strings.HasPrefix`, explicitly handle case-insensitivity (e.g., via `strings.ToLower`) to maintain HTTP standard compliance while preventing heavy parsing allocations.
+
+## 2024-05-24 - Zero-Allocation Prefix Matching
+**Learning:** Using strings.ToLower for case-insensitive header matching forces unnecessary memory allocations in hot paths.
+**Action:** Use len(str) >= len(prefix) && strings.EqualFold(str[:len(prefix)], prefix) to achieve zero-allocation matching.
diff --git a/cmd/sergeant-mcp-client/proxy.go b/cmd/sergeant-mcp-client/proxy.go
index 5d69ba6..6def068 100644
--- a/cmd/sergeant-mcp-client/proxy.go
+++ b/cmd/sergeant-mcp-client/proxy.go
@@ -174,8 +174,10 @@ func (p *proxy) writeResponse(resp *response) {
 		return
 	}
 
-	// Performance optimization: Avoid mime.ParseMediaType allocation for exact header matching
-	isEventStream := strings.HasPrefix(strings.ToLower(resp.contentType), "text/event-stream")
+	// Performance optimization: Avoid mime.ParseMediaType allocation for exact header matching.
+	// Use EqualFold for zero-allocation case-insensitive prefix matching instead of strings.ToLower.
+	const prefix = "text/event-stream"
+	isEventStream := len(resp.contentType) >= len(prefix) && strings.EqualFold(resp.contentType[:len(prefix)], prefix)
 	p.outMu.Lock()
 	defer p.outMu.Unlock()
 	if isEventStream {