diff --git a/.tekton/notebooks-rocm-tensorflow-poc-pull-request.yaml b/.tekton/notebooks-rocm-tensorflow-poc-pull-request.yaml
new file mode 100644
index 0000000000..2ce58cf1fc
--- /dev/null
+++ b/.tekton/notebooks-rocm-tensorflow-poc-pull-request.yaml
@@ -0,0 +1,598 @@
+apiVersion: tekton.dev/v1
+kind: PipelineRun
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+    build.appstudio.redhat.com/pull_request_number: '{{pull_request_number}}'
+    build.appstudio.redhat.com/target_branch: '{{target_branch}}'
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+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+  creationTimestamp: null
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+  namespace: rhoai-tenant
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+      This pipeline is pushed as a Tekton bundle to [quay.io](https://quay.io/repository/konflux-ci/tekton-catalog/pipeline-docker-build-oci-ta?tab=tags)_
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diff --git a/.tekton/notebooks-rocm-tensorflow-poc-push.yaml b/.tekton/notebooks-rocm-tensorflow-poc-push.yaml
new file mode 100644
index 0000000000..9fc237c7a1
--- /dev/null
+++ b/.tekton/notebooks-rocm-tensorflow-poc-push.yaml
@@ -0,0 +1,595 @@
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+    build.appstudio.redhat.com/target_branch: '{{target_branch}}'
+    pipelinesascode.tekton.dev/cancel-in-progress: "false"
+    pipelinesascode.tekton.dev/max-keep-runs: "3"
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
+      == "ide-poc"
+  creationTimestamp: null
+  labels:
+    appstudio.openshift.io/application: notebooks
+    appstudio.openshift.io/component: notebooks-rocm-tensorflow-poc
+    pipelines.appstudio.openshift.io/type: build
+  name: notebooks-rocm-tensorflow-poc-on-push
+  namespace: rhoai-tenant
+spec:
+  params:
+  - name: git-url
+    value: '{{source_url}}'
+  - name: revision
+    value: '{{revision}}'
+  - name: output-image
+    value: quay.io/redhat-user-workloads/rhoai-tenant/notebooks-rocm-tensorflow-poc:{{revision}}
+  - name: dockerfile
+    value: jupyter/rocm/tensorflow/ubi9-python-3.11/Dockerfile.rocm
+  - name: path-context
+    value: .
+  pipelineSpec:
+    description: |
+      This pipeline is ideal for building container images from a Containerfile while maintaining trust after pipeline customization.
+
+      _Uses `buildah` to create a container image leveraging [trusted artifacts](https://konflux-ci.dev/architecture/ADR/0036-trusted-artifacts.html). It also optionally creates a source image and runs some build-time tests. Information is shared between tasks using OCI artifacts instead of PVCs. EC will pass the [`trusted_task.trusted`](https://enterprisecontract.dev/docs/ec-policies/release_policy.html#trusted_task__trusted) policy as long as all data used to build the artifact is generated from trusted tasks.
+      This pipeline is pushed as a Tekton bundle to [quay.io](https://quay.io/repository/konflux-ci/tekton-catalog/pipeline-docker-build-oci-ta?tab=tags)_
+    finally:
+    - name: show-sbom
+      params:
+      - name: IMAGE_URL
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      taskRef:
+        params:
+        - name: name
+          value: show-sbom
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-show-sbom:0.1@sha256:04f15cbce548e1db7770eee3f155ccb2cc0140a6c371dc67e9a34d83673ea0c0
+        - name: kind
+          value: task
+        resolver: bundles
+    params:
+    - description: Source Repository URL
+      name: git-url
+      type: string
+    - default: ""
+      description: Revision of the Source Repository
+      name: revision
+      type: string
+    - description: Fully Qualified Output Image
+      name: output-image
+      type: string
+    - default: .
+      description: Path to the source code of an application's component from where
+        to build image.
+      name: path-context
+      type: string
+    - default: Dockerfile
+      description: Path to the Dockerfile inside the context specified by parameter
+        path-context
+      name: dockerfile
+      type: string
+    - default: "false"
+      description: Force rebuild image
+      name: rebuild
+      type: string
+    - default: "false"
+      description: Skip checks against built image
+      name: skip-checks
+      type: string
+    - default: "false"
+      description: Execute the build with network isolation
+      name: hermetic
+      type: string
+    - default: ""
+      description: Build dependencies to be prefetched by Cachi2
+      name: prefetch-input
+      type: string
+    - default: ""
+      description: Image tag expiration time, time values could be something like
+        1h, 2d, 3w for hours, days, and weeks, respectively.
+      name: image-expires-after
+    - default: "false"
+      description: Build a source image.
+      name: build-source-image
+      type: string
+    - default: "false"
+      description: Add built image into an OCI image index
+      name: build-image-index
+      type: string
+    - default: []
+      description: Array of --build-arg values ("arg=value" strings) for buildah
+      name: build-args
+      type: array
+    - default: ""
+      description: Path to a file with build arguments for buildah, see https://www.mankier.com/1/buildah-build#--build-arg-file
+      name: build-args-file
+      type: string
+    - default: "false"
+      description: Whether to enable privileged mode, should be used only with remote
+        VMs
+      name: privileged-nested
+      type: string
+    results:
+    - description: ""
+      name: IMAGE_URL
+      value: $(tasks.build-image-index.results.IMAGE_URL)
+    - description: ""
+      name: IMAGE_DIGEST
+      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+    - description: ""
+      name: CHAINS-GIT_URL
+      value: $(tasks.clone-repository.results.url)
+    - description: ""
+      name: CHAINS-GIT_COMMIT
+      value: $(tasks.clone-repository.results.commit)
+    tasks:
+    - name: init
+      params:
+      - name: image-url
+        value: $(params.output-image)
+      - name: rebuild
+        value: $(params.rebuild)
+      - name: skip-checks
+        value: $(params.skip-checks)
+      taskRef:
+        params:
+        - name: name
+          value: init
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-init:0.2@sha256:aac8127bc10c95fae3ca1248c1dd96576315f3313bca90c5c9378dbf37954a08
+        - name: kind
+          value: task
+        resolver: bundles
+    - name: clone-repository
+      params:
+      - name: url
+        value: $(params.git-url)
+      - name: revision
+        value: $(params.revision)
+      - name: ociStorage
+        value: $(params.output-image).git
+      - name: ociArtifactExpiresAfter
+        value: $(params.image-expires-after)
+      runAfter:
+      - init
+      taskRef:
+        params:
+        - name: name
+          value: git-clone-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-git-clone-oci-ta:0.1@sha256:88367f7e80d282237f6cbe9bcc76ac9a72c3f379983d3c3ccba21d767da7d49f
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(tasks.init.results.build)
+        operator: in
+        values:
+        - "true"
+      workspaces:
+      - name: basic-auth
+        workspace: git-auth
+    - name: prefetch-dependencies
+      params:
+      - name: input
+        value: $(params.prefetch-input)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.clone-repository.results.SOURCE_ARTIFACT)
+      - name: ociStorage
+        value: $(params.output-image).prefetch
+      - name: ociArtifactExpiresAfter
+        value: $(params.image-expires-after)
+      runAfter:
+      - clone-repository
+      taskRef:
+        params:
+        - name: name
+          value: prefetch-dependencies-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-prefetch-dependencies-oci-ta:0.2@sha256:153ef0382deef840d155f5146f134f39b480523a7d5c38ba9fea2b58792dd4b5
+        - name: kind
+          value: task
+        resolver: bundles
+      workspaces:
+      - name: git-basic-auth
+        workspace: git-auth
+      - name: netrc
+        workspace: netrc
+    - name: build-container
+      params:
+      - name: IMAGE
+        value: $(params.output-image)
+      - name: DOCKERFILE
+        value: $(params.dockerfile)
+      - name: CONTEXT
+        value: $(params.path-context)
+      - name: HERMETIC
+        value: $(params.hermetic)
+      - name: PREFETCH_INPUT
+        value: $(params.prefetch-input)
+      - name: IMAGE_EXPIRES_AFTER
+        value: $(params.image-expires-after)
+      - name: COMMIT_SHA
+        value: $(tasks.clone-repository.results.commit)
+      - name: BUILD_ARGS
+        value:
+        - $(params.build-args[*])
+      - name: BUILD_ARGS_FILE
+        value: $(params.build-args-file)
+      - name: PRIVILEGED_NESTED
+        value: $(params.privileged-nested)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      - name: CACHI2_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
+      runAfter:
+      - prefetch-dependencies
+      taskRef:
+        params:
+        - name: name
+          value: buildah-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-buildah-oci-ta:0.4@sha256:ff54d822edc622ac35bad58dacc06063123f9a8cbc79f73913345c7c485430c4
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(tasks.init.results.build)
+        operator: in
+        values:
+        - "true"
+    - name: build-image-index
+      params:
+      - name: IMAGE
+        value: $(params.output-image)
+      - name: COMMIT_SHA
+        value: $(tasks.clone-repository.results.commit)
+      - name: IMAGE_EXPIRES_AFTER
+        value: $(params.image-expires-after)
+      - name: ALWAYS_BUILD_INDEX
+        value: $(params.build-image-index)
+      - name: IMAGES
+        value:
+        - $(tasks.build-container.results.IMAGE_URL)@$(tasks.build-container.results.IMAGE_DIGEST)
+      runAfter:
+      - build-container
+      taskRef:
+        params:
+        - name: name
+          value: build-image-index
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-build-image-index:0.1@sha256:4d5ab47286c1c7ac525786c9a4d0cce9fc73f22635cd623f1d2d12ebc76d83e5
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(tasks.init.results.build)
+        operator: in
+        values:
+        - "true"
+    - name: build-source-image
+      params:
+      - name: BINARY_IMAGE
+        value: $(params.output-image)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      - name: CACHI2_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: source-build-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-source-build-oci-ta:0.2@sha256:f0e6c6fc5f101ecc660f744757f30ddcb5856d63299d86be5f1a772b85326f48
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(tasks.init.results.build)
+        operator: in
+        values:
+        - "true"
+      - input: $(params.build-source-image)
+        operator: in
+        values:
+        - "true"
+    - name: deprecated-base-image-check
+      params:
+      - name: IMAGE_URL
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: IMAGE_DIGEST
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: deprecated-image-check
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-deprecated-image-check:0.5@sha256:eb8136b543147b4a3e88ca3cc661ca6a11e303f35f0db44059f69151beea8496
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: clair-scan
+      params:
+      - name: image-digest
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: clair-scan
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-clair-scan:0.2@sha256:7c73e2beca9b8306387efeaf775831440ec799b05a5f5c008a65bb941a1e91f6
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: ecosystem-cert-preflight-checks
+      params:
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: ecosystem-cert-preflight-checks
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-ecosystem-cert-preflight-checks:0.1@sha256:7c2438c6201ee803de361fa2e9182fdc759126d5bc010abbbddf5aa40c7adc3c
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: sast-snyk-check
+      params:
+      - name: image-digest
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      - name: CACHI2_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: sast-snyk-check-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-sast-snyk-check-oci-ta:0.3@sha256:eea1112fb6e8ef91f1fb5692f7724773bce1d287cbf8b8803a609c2d3ff7b1c1
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: clamav-scan
+      params:
+      - name: image-digest
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: clamav-scan
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-clamav-scan:0.2@sha256:dd7b678be8f48ff831e0be614f76434b495b580342b6019d8dd38f395b0cd999
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: sast-coverity-check
+      params:
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: IMAGE
+        value: $(params.output-image)
+      - name: DOCKERFILE
+        value: $(params.dockerfile)
+      - name: CONTEXT
+        value: $(params.path-context)
+      - name: HERMETIC
+        value: $(params.hermetic)
+      - name: PREFETCH_INPUT
+        value: $(params.prefetch-input)
+      - name: IMAGE_EXPIRES_AFTER
+        value: $(params.image-expires-after)
+      - name: COMMIT_SHA
+        value: $(tasks.clone-repository.results.commit)
+      - name: BUILD_ARGS
+        value:
+        - $(params.build-args[*])
+      - name: BUILD_ARGS_FILE
+        value: $(params.build-args-file)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      - name: CACHI2_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
+      runAfter:
+      - coverity-availability-check
+      taskRef:
+        params:
+        - name: name
+          value: sast-coverity-check-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-sast-coverity-check-oci-ta:0.2@sha256:8eb97a206debc398e4ffc58a112b04be32cfa59447e6ea9d650b29de858f96a2
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+      - input: $(tasks.coverity-availability-check.results.STATUS)
+        operator: in
+        values:
+        - success
+    - name: coverity-availability-check
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: coverity-availability-check
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-coverity-availability-check:0.2@sha256:8b58c4fae00c0dfe3937abfb8a9a61aa3c408cca4278b817db53d518428d944e
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: sast-shell-check
+      params:
+      - name: image-digest
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      - name: CACHI2_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: sast-shell-check-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-sast-shell-check-oci-ta:0.1@sha256:89e0f14c75043229506a04e52910d8e33b9c79d9046530b2f46810cf31041427
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: sast-unicode-check
+      params:
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      - name: CACHI2_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: sast-unicode-check-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-sast-unicode-check-oci-ta:0.1@sha256:4581e7ef9edc2166a8aef7eed8dd21090393307a40dbc4841266bcac88a7709f
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    - name: apply-tags
+      params:
+      - name: IMAGE
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: apply-tags
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-apply-tags:0.1@sha256:4973fa42a8f06238613447fbdb3d0c55eb2d718fd16f2f2591a577c29c1edb17
+        - name: kind
+          value: task
+        resolver: bundles
+    - name: push-dockerfile
+      params:
+      - name: IMAGE
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: IMAGE_DIGEST
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      - name: DOCKERFILE
+        value: $(params.dockerfile)
+      - name: CONTEXT
+        value: $(params.path-context)
+      - name: SOURCE_ARTIFACT
+        value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: push-dockerfile-oci-ta
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-push-dockerfile-oci-ta:0.1@sha256:6ad0ae81269fdc4008363993b4d140f98c3e8ff8336be4b6fbacb5005cf7092e
+        - name: kind
+          value: task
+        resolver: bundles
+    - name: rpms-signature-scan
+      params:
+      - name: image-url
+        value: $(tasks.build-image-index.results.IMAGE_URL)
+      - name: image-digest
+        value: $(tasks.build-image-index.results.IMAGE_DIGEST)
+      runAfter:
+      - build-image-index
+      taskRef:
+        params:
+        - name: name
+          value: rpms-signature-scan
+        - name: bundle
+          value: quay.io/konflux-ci/tekton-catalog/task-rpms-signature-scan:0.2@sha256:998b5466417c324aea94d3e8b302c558aeb13f746976d89a4ff85f1b84a42c2b
+        - name: kind
+          value: task
+        resolver: bundles
+      when:
+      - input: $(params.skip-checks)
+        operator: in
+        values:
+        - "false"
+    workspaces:
+    - name: git-auth
+      optional: true
+    - name: netrc
+      optional: true
+  taskRunTemplate: {}
+  workspaces:
+  - name: git-auth
+    secret:
+      secretName: '{{ git_auth_secret }}'
+status: {}