* **Machine Learning**: normalmente requiere muchas multiplicaciones de "matrices" y "vectores". Piensa en una enorme hoja de cálculo con números y multiplicando todos juntos al mismo tiempo.

- Introduced end-to-end tests to verify component invariant metrics across the entire test suite. ([#133394](https://github.com/kubernetes/kubernetes/pull/133394), [@BenTheElder](https://github.com/BenTheElder))
- Introduced new kubelet metrics for the Ensure Secret Pulled Images KEP, including:
      - `kubelet_imagemanager_ondisk_pullintents` for tracking pull intent records on disk

        build/tmp/teŝt files/** => $HIDDEN_ARTIFACT_DESTINATION/teŝt-files
        build/errorLogs/** => $HIDDEN_ARTIFACT_DESTINATION/errorLogs
        artifact-cache-metrics => artifact-cache-metrics
        artifact-cache-report => artifact-cache-report
        build/reports/configuration-cache/**/configuration-cache-report.html

## Urgent Upgrade Notes 

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

- For metrics `apiserver_cache_list_fetched_objects_total`, `apiserver_cache_list_returned_objects_total`, `apiserver_cache_list_total` replace `resource_prefix` label with API `group` and `resource` labels.

- This renames some coredns metrics, see https://github.com/coredns/coredns/blob/v1.11.0/plugin/forward/README.md#metrics. ([#129175](https://github.com/kubernetes/kubernetes/pull/129175), [@DamianSawicki](https://github.com/DamianSawicki)) [SIG Cloud Provider]

- github.com/alecthomas/template: [a0175ee](https://github.com/alecthomas/template/tree/a0175ee)
- github.com/armon/consul-api: [eb2c6b5](https://github.com/armon/consul-api/tree/eb2c6b5)
- github.com/armon/go-metrics: [f0300d1](https://github.com/armon/go-metrics/tree/f0300d1)
- github.com/armon/go-radix: [7fddfc3](https://github.com/armon/go-radix/tree/7fddfc3)
- github.com/aws/aws-sdk-go: [v1.35.24](https://github.com/aws/aws-sdk-go/tree/v1.35.24)

for a minimum of two years (four Go releases).
Some, such as `http2client` and `http2server`,
will be maintained much longer, even indefinitely.

When possible, each GODEBUG setting has an associated
[runtime/metrics](/pkg/runtime/metrics/) counter
named `/godebug/non-default-behavior/<name>:events`
that counts the number of times a particular program's
behavior has changed based on a non-default value
for that setting.

* **Aprendizado de Máquina**: Normalmente exige muita multiplicação de matrizes e vetores. Pense numa grande planilha com números e em multiplicar todos eles juntos e ao mesmo tempo.

- The nftables kube-proxy mode now has its own metrics rather than reporting
  metrics with "iptables" in their names. ([#124557](https://github.com/kubernetes/kubernetes/pull/124557), [@danwinship](https://github.com/danwinship)) [SIG Network and Windows]