diff --git a/experimental/air/cmd/logstream_support.go b/experimental/air/cmd/logstream_support.go
index ac250547e1..baf80575ea 100644
--- a/experimental/air/cmd/logstream_support.go
+++ b/experimental/air/cmd/logstream_support.go
@@ -5,6 +5,7 @@ import (
 	"encoding/json"
 	"fmt"
 	"io"
+	"strings"
 	"time"
 )
 
@@ -143,10 +144,24 @@ func printTerminalEvent(out io.Writer, runID, status, dashboardURL string) {
 	fmt.Fprintln(out, string(b))
 }
 
-// emitLogLine writes one log line: raw in text mode, or a JSONL LOG event under
-// --json. In --json mode a line matching a fatal-failure pattern also emits an
-// ALERT event first, giving an agent an immediate actionable signal.
+const (
+	missingRequirementsNoticePrefix = "No co-located requirements.yaml at "
+	missingRequirementsNoticeSuffix = "; skipping requirements.yaml install."
+)
+
+// suppressLogLine reports whether a backend log line should be omitted.
+func suppressLogLine(body string) bool {
+	// This backend-derived notice is non-actionable noise because requirements.yaml
+	// is not supported by Databricks Air and is rejected earlier.
+	return strings.HasPrefix(body, missingRequirementsNoticePrefix) &&
+		strings.HasSuffix(body, missingRequirementsNoticeSuffix)
+}
+
+// emitLogLine writes one relevant log line.
 func emitLogLine(out io.Writer, req logRequest, body string) {
+	if suppressLogLine(body) {
+		return
+	}
 	if !req.jsonOutput {
 		fmt.Fprintln(out, body)
 		return
diff --git a/experimental/air/cmd/logstream_test.go b/experimental/air/cmd/logstream_test.go
index 78604fe3f1..63ccfd27ca 100644
--- a/experimental/air/cmd/logstream_test.go
+++ b/experimental/air/cmd/logstream_test.go
@@ -291,6 +291,21 @@ func TestEmitLogLineText(t *testing.T) {
 	assert.Equal(t, "hello\n", buf.String())
 }
 
+func TestEmitLogLineSuppressesMissingRequirementsNotice(t *testing.T) {
+	body := "No co-located requirements.yaml at /Workspace/Users/user/.air/cli_launch/run/requirements.yaml; skipping requirements.yaml install."
+
+	for _, req := range []logRequest{{node: 0}, {node: 0, jsonOutput: true}} {
+		var buf bytes.Buffer
+		emitLogLine(&buf, req, body)
+		assert.Empty(t, buf.String())
+	}
+}
+
+func TestSuppressLogLineKeepsRequirementsErrors(t *testing.T) {
+	assert.False(t, suppressLogLine("ERROR: requirements.yaml not found"))
+	assert.False(t, suppressLogLine("ERROR: Failed to process requirements.yaml"))
+}
+
 func TestEmitLogLineJSONFatalEmitsAlert(t *testing.T) {
 	var buf bytes.Buffer
 	emitLogLine(&buf, logRequest{node: 1, jsonOutput: true}, "CUDA out of memory")