released as a Pip package from TF 2.17 onwards.

### Known Caveats

*  Full aarch64 Linux and Arm64 macOS wheels are now published to the
  `tensorflow` pypi repository and no longer redirect to a separate package.

### Major Features and Improvements

*  Support for Python 3.12 has been added.
*  [tensorflow-tpu](https://pypi.org/project/tensorflow-tpu/) package is now

### (No, really, you MUST read this before you upgrade)

- The StreamingProxyRedirects feature and `--redirect-container-streaming` flag are deprecated, and will be removed in a future release. The default behavior (proxy streaming requests through the kubelet) will be the only supported option.

* Use "k8s.gcr.io" for container images rather than "gcr.io/google_containers".  This is just a redirect, for now, so should not impact anyone materially.   ([#54174](https://github.com/kubernetes/kubernetes/pull/54174), [@thockin](https://github.com/thockin))

    * In this way, the whole container streaming connection is secure. To switch back to the old behavior, set `--redirect-container-streaming=true` flag.

ddns.net
eating-organic.net
mydissent.net
myeffect.net
mymediapc.net
mypsx.net
mysecuritycamera.net
nhlfan.net
no-ip.net
pgafan.net
privatizehealthinsurance.net
redirectme.net
serveblog.net
serveminecraft.net
sytes.net
cable-modem.org
collegefan.org
couchpotatofries.org
hopto.org
mlbfan.org
myftp.org
mysecuritycamera.org
nflfan.org

pkg net/http, func ProxyURL(*url.URL) func(*Request) (*url.URL, error)
pkg net/http, func ReadRequest(*bufio.Reader) (*Request, error)
pkg net/http, func ReadResponse(*bufio.Reader, *Request) (*Response, error)
pkg net/http, func Redirect(ResponseWriter, *Request, string, int)
pkg net/http, func RedirectHandler(string, int) Handler
pkg net/http, func Serve(net.Listener, Handler) error