diff --git a/components/runners/ambient-runner/uv.lock b/components/runners/ambient-runner/uv.lock
index a06872d27..a133f69c2 100644
--- a/components/runners/ambient-runner/uv.lock
+++ b/components/runners/ambient-runner/uv.lock
@@ -2169,7 +2169,7 @@ wheels = [
 
 [[package]]
 name = "mlflow"
-version = "3.13.0"
+version = "3.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -2193,9 +2193,9 @@ dependencies = [
     { name = "sqlalchemy" },
     { name = "waitress", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8e/69/d71afc475fa7e7b22bb27392247d2a3015c9da202dea44f150a54be4bd67/mlflow-3.13.0.tar.gz", hash = "sha256:a95198d592a8a15fad3db7f56b228acc9422c09f0daa7c6c976a9996ab73c3e2", size = 10086808, upload-time = "2026-06-01T05:55:09.555Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/af/9f/249b80849aae0919aee3f590003419c394f0efe92ae98546ea626be86e1e/mlflow-3.15.0.tar.gz", hash = "sha256:c53d7933391fefda2ac0f6b942d1744a02b5b65da74a93cc125247f4c4da57c9", size = 10395873, upload-time = "2026-07-31T07:06:00.211Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/07/1f/d44140128356f2f5db37f9fb4d9da31123d839d49f3fe00a079cd35bfe20/mlflow-3.13.0-py3-none-any.whl", hash = "sha256:7ca9cb2f623f300dabadaf5e985c85af77c5db3d7c36f56769d22c101b132f6c", size = 10788121, upload-time = "2026-06-01T05:55:06.86Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/7a/3da40be70e7ca0c4d8c2f98edfcb275ef2898d8f4da565f55a9fff95fc78/mlflow-3.15.0-py3-none-any.whl", hash = "sha256:3ae54c7f91a6b98ae9360aaeda9b31eb7930571c2690491a7b550c84f795a709", size = 11188317, upload-time = "2026-07-31T07:05:57.492Z" },
 ]
 
 [package.optional-dependencies]
@@ -2205,7 +2205,7 @@ kubernetes = [
 
 [[package]]
 name = "mlflow-skinny"
-version = "3.13.0"
+version = "3.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools" },
@@ -2229,14 +2229,14 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uvicorn" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/72/13/840db21a4f46ebe6ba9837a38bc93d748e23b6b61986799c8040cd4bf728/mlflow_skinny-3.13.0.tar.gz", hash = "sha256:d2273bfa21f776359f7d6ab2267967e3a6732a5fb00996ad433d0e777dfa3b71", size = 2814837, upload-time = "2026-06-01T05:54:54.175Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/53/a1/04489b8f10ec642cc5d16d8bcf0e3626cbe6b8924940b510de9e3cb37ac7/mlflow_skinny-3.15.0.tar.gz", hash = "sha256:6faad0bb5b0b8adc08550c6cd2ab5a87f9e7d7fe8814278e22b79f9cac99d943", size = 3034359, upload-time = "2026-07-31T07:04:58.359Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7a/fd/f2739de1b6a09da981927aa90db87340cbe4b3cf6cd175fd5e6e4366208e/mlflow_skinny-3.13.0-py3-none-any.whl", hash = "sha256:ced3d9a580564fae093d14732df8531fb180574f6483d4c642b6083879eb86fc", size = 3365675, upload-time = "2026-06-01T05:54:52.166Z" },
+    { url = "https://files.pythonhosted.org/packages/28/ca/b0194962614876abb8b9a4d38815b4c6bf5c6f626b5dd3bcd321048755fc/mlflow_skinny-3.15.0-py3-none-any.whl", hash = "sha256:fc609ea5f7325a76d6f905489d8be73e85bcba0eef64144a763cf446de83192e", size = 3612199, upload-time = "2026-07-31T07:04:56.564Z" },
 ]
 
 [[package]]
 name = "mlflow-tracing"
-version = "3.13.0"
+version = "3.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools" },
@@ -2248,9 +2248,9 @@ dependencies = [
     { name = "protobuf" },
     { name = "pydantic" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ec/b0/5912313e895e6ce02f1f67110164d147593d1b5379a4767a30a5b9e730c5/mlflow_tracing-3.13.0.tar.gz", hash = "sha256:42c435b0fdcab00f1865cab4a52f7a85a2a08d68a959f36bcf90a1c9fe65db0a", size = 1393079, upload-time = "2026-06-01T05:54:44.906Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7b/47/8a3c4f56199aadce644256684060df09f0af6ecaec460860657f2cb13b10/mlflow_tracing-3.15.0.tar.gz", hash = "sha256:e4e73243eed04d0771954b6fa17014dd21dabc67af17d4937fac2b62ec476e95", size = 1500398, upload-time = "2026-07-31T07:05:54.445Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/94/fd/2c53ebc2f7fbb34ed4a3913a71ff53962e6be35fa02f7cee1f52c77388cd/mlflow_tracing-3.13.0-py3-none-any.whl", hash = "sha256:2f8187ce2b1af7419be71d2d8ab5fec53d207d4b8d703cd15e5db64939098d72", size = 1664279, upload-time = "2026-06-01T05:54:42.911Z" },
+    { url = "https://files.pythonhosted.org/packages/76/3c/5839690c3fe68f579074080832cba413f988249ddd350dcf7dfc3be1b874/mlflow_tracing-3.15.0-py3-none-any.whl", hash = "sha256:3762f654a858474c7988c0a2a5246765b173fa2b6a2bb8f035c115db1a8e3a6a", size = 1784776, upload-time = "2026-07-31T07:05:52.937Z" },
 ]
 
 [[package]]