- Added --authorization-always-allow-paths to components doing delegated authorization to exclude certain HTTP paths like /healthz from authorization. ([#67543](https://github.com/kubernetes/kubernetes/pull/67543), [@sttts](https://github.com/sttts))

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was heard in the distance.

  `Come on!' cried the Gryphon, and, taking Alice by the hand,
it hurried off, without waiting for the end of the song.

  `What trial is it?' Alice panted as she ran; but the Gryphon
only answered `Come on!' and ran the faster, while more and more
faintly came, carried on the breeze that followed them, the
melancholy words:--

    `Soo--oop of the e--e--evening,

- K8s.io/component-base/logs: usage of the pflag values in a normal Go flag set led to panics when printing the help message ([#114680](https://github.com/kubernetes/kubernetes/pull/114680), [@pohly](https://github.com/pohly)) [SIG Instrumentation]

    <magic priority="50">
      <match offset="0" type="string" value="\x49\x49\x52\x4F"/>
    </magic>
    <glob pattern="*.orf"/>
  </mime-type>

  <mime-type type="image/x-raw-pentax">
    <_comment>Pentax raw image</_comment>
    <glob pattern="*.ptx"/>
    <glob pattern="*.pef"/>
  </mime-type>

  <mime-type type="image/x-raw-sony">
    <_comment>Sony raw image</_comment>

- K8s.io/apimachinery/pkg/util/runtime: Added support for new calls to handle panics and errors in the context where they occur. `PanicHandlers` and `ErrorHandlers` now must accept a context parameter for that. Log output is structured instead of unstructured. ([#121970](https://github.com/kubernetes/kubernetes/pull/121970), [@po...

*   `tf.experimental.StructuredTensor`

    *   Introduced `tf.experimental.StructuredTensor`, which provides a flexible
        and Tensorflow-native way to encode structured data such as protocol
        buffers or pandas dataframes.

*   `tf.keras`:

    *   Added method `get_metrics_result()` to `tf.keras.models.Model`.
        *   Returns the current metrics values of the model as a dict.

* Add aggregator_unavailable_apiservice_{count,gauge} metrics in the kube-aggregator. ([#71380](https://github.com/kubernetes/kubernetes/pull/71380), [@sttts](https://github.com/sttts))
* Fixes apiserver nil pointer panics when requesting v2beta1 autoscaling object metrics ([#71744](https://github.com/kubernetes/kubernetes/pull/71744), [@yue9944882](https://github.com/yue9944882))

- Fixes a 1.29.0 regression that introduced a possible data race that could cause panics in kube-controller-manager and kube-scheduler ([#124518](https://github.com/kubernetes/kubernetes/pull/124518), [@wojtek-t](https://github.com/wojtek-t)) [SIG API Machinery and Scheduling]

  - `io.k8s.apimachinery.pkg.apis.meta.v1.StatusDetails_v2`
  - `io.k8s.apimachinery.pkg.apis.meta.v1.Status_v2` ([#110179](https://github.com/kubernetes/kubernetes/pull/110179), [@Jefftree](https://github.com/Jefftree))
- Panics while calling validating admission webhook are caught and honor the fail open or fail closed setting. ([#108746](https://github.com/kubernetes/kubernetes/pull/108746), [@deads2k](https://github.com/deads2k)) [SIG API Machinery]