diff --git a/.github/workflows/docs-build-push.yml b/.github/workflows/docs-build-push.yml
index cd423a6..785af18 100644
--- a/.github/workflows/docs-build-push.yml
+++ b/.github/workflows/docs-build-push.yml
@@ -1,5 +1,4 @@
 name: Docs Build Push
-
 on:
   workflow_call:
     secrets:
@@ -9,12 +8,12 @@ on:
         required: true
     inputs:
       environment:
-        description: "This will be appended to the baseURL for for production builds. For example, main docs will be `/` where agent would be `/nginx-agent`"
+        description: "Deployment environment. Must be one of: preview, dev, staging, prod, staging_techdocs, prod_techdocs"
         required: false
         default: preview
         type: string
       production_url_path:
-        description: "This will be appended to the baseURL for for production builds. For example, main docs will be `/` where agent would be `/nginx-agent`"
+        description: "This will be appended to the baseURL for production builds. For example, main docs will be `/` where agent would be `/nginx-agent`"
         required: true
         type: string
       preview_url_path:
@@ -26,14 +25,10 @@ on:
         required: true
         type: string
       docs_build_path:
-        description: "Directory where hugo or sphinx build command should be run from"
+        description: "Directory where hugo build command should be run from"
         required: false
         type: string
         default: ./
-      doc_type:
-        type: string
-        description: "Type of source docs. Currently supports 'hugo' and 'sphinx'"
-        default: hugo
       force_hugo_theme_version:
         type: string
         description: "Overrides default of latest hugo theme. Useful for testing pre-release versions. Must start with 'v' before version."
@@ -47,23 +42,28 @@ on:
       node_dep:
         type: boolean
         description: "Defines should we run npm ci or not"
+        default: false
     outputs:
+      DEPLOY_URL:
+        description: String representing the URL of the deployed build (preview or environment)
+        value: ${{ jobs.build.outputs.DEPLOY_URL }}
       PREVIEW_URL:
-        description: String representing the URL to preview the build
+        description: String representing the URL to preview the build (only meaningful for preview deployments)
         value: ${{ jobs.build.outputs.PREVIEW_URL }}
+
 env:
-  GO_VERISON: "1.21" # Go version used for `hugo mod get`
+  GO_VERSION: "1.21" # Go version used for `hugo mod get`
   HUGO_VERSION: "0.147.8" # Hugo version used for building docs
-  THEME_MODULE: "github.com/nginxinc/nginx-hugo-theme/v2" # Name of source repo for module. For example; github.com/nginxinc/nginx-hugo-theme
+  THEME_MODULE: "github.com/nginxinc/nginx-hugo-theme/v2"
+  PR_NUMBER: ${{ github.event.pull_request.number }}
 
-  PR_NUMBER: ${{github.event.pull_request.number}}
-
-  # environments
+  # domains
   DOMAIN_PREVIEW: "frontdoor-test-docs.nginx.com"
   DOMAIN_DEV: "docs-dev.nginx.com"
   DOMAIN_STAGING: "docs-staging.nginx.com"
   DOMAIN_PROD: "docs.nginx.com"
-  DOMAIN_UNIT: "unit.nginx.org"
+  DOMAIN_STAGING_TECHDOCS: "staging.techdocs.f5.com"
+  DOMAIN_PROD_TECHDOCS: "techdocs.f5.com"
 
 jobs:
   checks:
@@ -76,7 +76,6 @@ jobs:
     steps:
       - name: Checkout Repository
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
       - name: Set Variables
         id: vars
         run: |
@@ -84,28 +83,28 @@ jobs:
       - name: Output variables
         run: |
           echo forked_workflow: ${{ steps.vars.outputs.forked_workflow }}
+
   build:
     needs: [checks]
     if: ${{ needs.checks.outputs.forked_workflow == 'false' }}
     runs-on: ubuntu-24.04
-    outputs: 
+    outputs:
+      DEPLOY_URL: ${{ steps.summary.outputs.DEPLOY_URL }}
       PREVIEW_URL: ${{ steps.summary.outputs.PREVIEW_URL }}
     env:
       # Remapping of inputs to envs
-      PRODUCTION_URL_PATH: ${{inputs.production_url_path}}
-      PREVIEW_URL_PATH: ${{inputs.preview_url_path}}
-      DOCS_SOURCE_PATH: ${{inputs.docs_source_path}}
-      EVENT_ACTION: ${{github.event.action}}
-      DEPLOYMENT_ENV: ${{inputs.environment}}
-      THEME_VERSION: ${{inputs.force_hugo_theme_version}}
-      AUTO_DEPLOY_BRANCH: ${{inputs.auto_deploy_branch}}
-      AUTO_DEPLOY_ENV: ${{inputs.auto_deploy_env}}
-
+      PRODUCTION_URL_PATH: ${{ inputs.production_url_path }}
+      PREVIEW_URL_PATH: ${{ inputs.preview_url_path }}
+      DOCS_SOURCE_PATH: ${{ inputs.docs_source_path }}
+      DEPLOYMENT_ENV: ${{ inputs.environment }}
+      THEME_VERSION: ${{ inputs.force_hugo_theme_version }}
+      AUTO_DEPLOY_BRANCH: ${{ inputs.auto_deploy_branch }}
+      AUTO_DEPLOY_ENV: ${{ inputs.auto_deploy_env }}
     concurrency:
       group: ${{ github.workflow }}-${{ github.ref }}
     steps:
       - name: Check and setup auto-deploy
-        # Auto deploy should only trigger when the auto_deploy_branch match the current ref.
+        # Auto deploy should only trigger when the auto_deploy_branch matches the current ref.
         # We also check if `environment` has already been set, otherwise this flow could cause
         # manual triggers to deploy to `auto_deploy_env` instead of the one specified in the trigger.
         if: (inputs.auto_deploy_branch == github.ref_name) && inputs.environment == ''
@@ -115,16 +114,8 @@ jobs:
 
       - name: Validate environment inputs
         run: |
-          if [[ -z "${DEPLOYMENT_ENV}" ]]; then
-               # for use in this step
-            export DEPLOYMENT_ENV="preview"
-
-            # for use in subsequent steps
-            echo "DEPLOYMENT_ENV=preview" >> "$GITHUB_ENV"
-          fi
-
-          if [[ ! "${DEPLOYMENT_ENV}" =~ ^(dev|staging|prod|preview)$ ]]; then
-            echo "::error::Invalid environment input: ${DEPLOYMENT_ENV}. Must be one of dev, staging, prod, preview"
+          if [[ ! "${DEPLOYMENT_ENV}" =~ ^(dev|staging|prod|preview|staging_techdocs|prod_techdocs)$ ]]; then
+            echo "::error::Invalid environment input: ${DEPLOYMENT_ENV}. Must be one of dev, staging, prod, preview, staging_techdocs, prod_techdocs"
             exit 1
           fi
 
@@ -133,33 +124,50 @@ jobs:
             echo "::notice::PR_NUMBER set to short commit hash: ${GITHUB_SHA::7}"
           fi
 
-          if [[ -z "${GITHUB_SHA}" ]]; then
-            echo "::error::GITHUB_SHA not set. This shouldn't happen!"
-            exit 1
-          fi
-
-      - name: Set deployment domain
+      - name: Set deployment variables
         id: deployment
         run: |
-          case ${DEPLOYMENT_ENV}/${{github.repository}} in
-            dev/*)
+          # Compute preview state once (used for build/upload/comment)
+          if [[ "${DEPLOYMENT_ENV}" == "preview" ]] || [[ "${{ github.event.action }}" == "opened" ]] || [[ "${{ github.event.action }}" == "synchronize" ]]; then
+            echo "IS_PREVIEW=true" >> "$GITHUB_ENV"
+          else
+            echo "IS_PREVIEW=false" >> "$GITHUB_ENV"
+          fi
+
+          # Map environment -> domain + storage prefix
+          case "${DEPLOYMENT_ENV}" in
+            dev)
               DOMAIN="${DOMAIN_DEV}"
+              STORAGE_PREFIX="dev"
               ;;
-            staging/*)
+            staging)
               DOMAIN="${DOMAIN_STAGING}"
+              STORAGE_PREFIX="staging"
               ;;
-            prod/nginx/unit-docs)
-              DOMAIN="${DOMAIN_UNIT}"
-              ;;
-            prod/*)
+            prod)
               DOMAIN="${DOMAIN_PROD}"
+              STORAGE_PREFIX="prod"
+              ;;
+            staging_techdocs)
+              DOMAIN="${DOMAIN_STAGING_TECHDOCS}"
+              STORAGE_PREFIX="staging_techdocs"
+              ;;
+            prod_techdocs)
+              DOMAIN="${DOMAIN_PROD_TECHDOCS}"
+              STORAGE_PREFIX="prod_techdocs"
               ;;
-            preview/*)
+            preview)
               DOMAIN="${DOMAIN_PREVIEW}"
+              STORAGE_PREFIX="dev"
+              ;;
+            *)
+              echo "::error::Unhandled DEPLOYMENT_ENV '${DEPLOYMENT_ENV}'"
+              exit 1
               ;;
           esac
 
-          echo "DEPLOYMENT_DOMAIN=${DOMAIN}" >> $GITHUB_ENV
+          echo "DEPLOYMENT_DOMAIN=${DOMAIN}" >> "$GITHUB_ENV"
+          echo "STORAGE_PREFIX=${STORAGE_PREFIX}" >> "$GITHUB_ENV"
 
       - name: Azure login
         uses: azure/login@a65d910e8af852a8061c627c456678983e180302 # v2.2.0
@@ -172,43 +180,39 @@ jobs:
         with:
           inlineScript: |
             secrets_get=(resourceGroupName cdnProfileName cdnName accountName)
-            for secret_get in ${secrets_get[@]}
+            for secret_get in "${secrets_get[@]}"
             do
-              value=$(az keyvault secret show --name $secret_get --vault-name ${{ secrets.AZURE_KEY_VAULT }} --query value --output tsv)
+              value=$(az keyvault secret show --name "$secret_get" --vault-name "${{ secrets.AZURE_KEY_VAULT }}" --query value --output tsv)
               echo "::add-mask::$value"
-              echo "$secret_get=$value" >> $GITHUB_OUTPUT
+              echo "$secret_get=$value" >> "$GITHUB_OUTPUT"
             done
 
       - name: Checkout docs content
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.7.1
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
-          fetch-depth: 0 # This is required for hugo Lastmod to function properly
+          fetch-depth: 0 # Required for hugo Lastmod
 
       - name: Get latest hugo theme
-        if: inputs.doc_type == 'hugo' && inputs.force_hugo_theme_version == ''
+        if: inputs.force_hugo_theme_version == ''
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          RESPONSE=$(curl -s -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" https://api.github.com/repos/nginxinc/nginx-hugo-theme/releases/latest)
-          echo $RESPONSE
-          echo "THEME_VERSION=$(echo $RESPONSE | jq -r ".tag_name")" >> "$GITHUB_ENV"
-
-        ### Hugo builds
+          THEME_VERSION="$(gh api repos/nginxinc/nginx-hugo-theme/releases/latest -q .tag_name)"
+          echo "THEME_VERSION=${THEME_VERSION}" >> "$GITHUB_ENV"
 
       - name: Setup Go
         uses: actions/setup-go@0a12ed9d6a96ab950c8f026ed9f722fe0da7ef32 # v5.0.2
-        if: inputs.doc_type == 'hugo'
         with:
-          go-version: ${{env.GO_VERISON}}
+          go-version: ${{ env.GO_VERSION }}
           cache: false
 
       - name: Setup Hugo
         uses: peaceiris/actions-hugo@75d2e84710de30f6ff7268e08f310b60ef14033f # v3.0.0
-        if: inputs.doc_type == 'hugo'
         with:
-          hugo-version: ${{env.HUGO_VERSION}}
+          hugo-version: ${{ env.HUGO_VERSION }}
           extended: true
 
       - name: Add hugo build info
-        if: inputs.doc_type == 'hugo'
         run: |
           timestamp=$(date -u +'%Y-%m-%dT%H:%M:%SZ')
           cat <<EOF > buildInfo.json
@@ -217,133 +221,104 @@ jobs:
               "buildDate": "$timestamp"
           }
           EOF
-          mkdir -p ${{inputs.docs_build_path}}/static/
-          cp buildInfo.json ${{inputs.docs_build_path}}/static/
+          mkdir -p "${{ inputs.docs_build_path }}/static/"
+          cp buildInfo.json "${{ inputs.docs_build_path }}/static/"
 
       - name: Setup node deps
         if: inputs.node_dep == true
+        working-directory: ${{ inputs.docs_build_path }}
         run: npm ci
 
-      - name: Build Hugo for PR preview
-        if: inputs.doc_type == 'hugo' && (github.event.action == 'synchronize' || github.event.action == 'opened' || env.DEPLOYMENT_ENV == 'preview')
-        working-directory: ${{inputs.docs_build_path}}
+      - name: Build Hugo (preview)
+        if: env.IS_PREVIEW == 'true'
+        working-directory: ${{ inputs.docs_build_path }}
         run: |
           hugo mod get -v "$THEME_MODULE@$THEME_VERSION"
           hugo --gc -e production --baseURL="https://${DEPLOYMENT_DOMAIN}${PREVIEW_URL_PATH}/${PR_NUMBER}"
 
-      - name: Build Hugo for environment
-        working-directory: ${{inputs.docs_build_path}}
-        if: inputs.doc_type == 'hugo' && env.DEPLOYMENT_ENV != 'preview'
+      - name: Build Hugo (environment)
+        if: env.IS_PREVIEW != 'true'
+        working-directory: ${{ inputs.docs_build_path }}
         run: |
-          hugo mod get "$THEME_MODULE@$THEME_VERSION"
+          hugo mod get -v "$THEME_MODULE@$THEME_VERSION"
           hugo --gc -e production --baseURL="https://${DEPLOYMENT_DOMAIN}${PRODUCTION_URL_PATH}"
 
-        ### Sphinx builds
-
-      - name: Setup Sphinx
-        uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
-        if: inputs.doc_type == 'sphinx'
-        with:
-          python-version: "3.9"
-
-      - name: Install python dependencies
-        if: inputs.doc_type == 'sphinx'
-        run: pip install -r requirements.txt
-
-      - name: Setup Gnupg directories
-        if: inputs.doc_type == 'sphinx'
-        run: |
-          mkdir -p /home/runner/.gnupg
-          chmod 700 /home/runner/.gnupg
-
-      - name: Build Sphinx for PR preview and production
-        working-directory: ${{inputs.docs_build_path}}
-        if: inputs.doc_type == 'sphinx'
-        run: |
-          make deploy
-
       ### Azure upload
-
-      - name: Azure upload PR preview
+      - name: Azure upload (preview)
         uses: azure/cli@089eac9d8cc39f5d003e94f8b65efc51076c9cbd # v2.1.0
-        if: github.event.action == 'synchronize' || github.event.action == 'opened' || env.DEPLOYMENT_ENV == 'preview'
+        if: env.IS_PREVIEW == 'true'
         with:
           inlineScript: |
-            cd ${{inputs.docs_build_path}} \
-            && az storage blob upload-batch \
-                 -s $DOCS_SOURCE_PATH \
-                 -d '$web' \
-                 --destination-path "dev/${{github.repository}}/previews/${PR_NUMBER}" \
-                 --account-name ${{steps.keyvault.outputs.accountName}} \
-                 --overwrite \
-                 --content-cache-control "max-age=3600" \
-                 --auth-mode login
-
-                 az afd endpoint purge \
-                  --resource-group ${{steps.keyvault.outputs.resourceGroupName}} \
-                  --profile-name ${{steps.keyvault.outputs.cdnProfileName}} \
-                  --endpoint-name ${{steps.keyvault.outputs.cdnName}} \
-                  --domains $DOMAIN_PREVIEW \
-                  --content-paths "${PREVIEW_URL_PATH}/*" \
-                  --no-wait
-
-      - name: Azure upload to specified environment
+            cd "${{ inputs.docs_build_path }}"
+
+            az storage blob upload-batch \
+              -s "$DOCS_SOURCE_PATH" \
+              -d '$web' \
+              --destination-path "dev/${{ github.repository }}/previews/${PR_NUMBER}" \
+              --account-name "${{ steps.keyvault.outputs.accountName }}" \
+              --overwrite \
+              --content-cache-control "max-age=3600" \
+              --auth-mode login
+
+            az afd endpoint purge \
+              --resource-group "${{ steps.keyvault.outputs.resourceGroupName }}" \
+              --profile-name "${{ steps.keyvault.outputs.cdnProfileName }}" \
+              --endpoint-name "${{ steps.keyvault.outputs.cdnName }}" \
+              --domains "$DOMAIN_PREVIEW" \
+              --content-paths "${PREVIEW_URL_PATH}/${PR_NUMBER}/*" \
+              --no-wait
+
+      - name: Azure upload (environment)
         uses: azure/cli@089eac9d8cc39f5d003e94f8b65efc51076c9cbd # v2.1.0
-        if: env.DEPLOYMENT_ENV != 'preview'
+        if: env.IS_PREVIEW != 'true'
         with:
           inlineScript: |
-            cd ${{inputs.docs_build_path}} \
-            && az storage blob upload-batch \
-                 -s $DOCS_SOURCE_PATH \
-                 -d '$web' \
-                 --destination-path "${DEPLOYMENT_ENV}/${{github.repository}}/latest/" \
-                 --account-name ${{steps.keyvault.outputs.accountName}} \
-                 --overwrite \
-                 --content-cache-control "max-age=3600" \
-                 --auth-mode login
-
-               az afd endpoint purge \
-                  --resource-group ${{steps.keyvault.outputs.resourceGroupName}} \
-                  --profile-name ${{steps.keyvault.outputs.cdnProfileName}} \
-                  --endpoint-name ${{steps.keyvault.outputs.cdnName}} \
-                  --domains $DEPLOYMENT_DOMAIN \
-                  --content-paths "${PRODUCTION_URL_PATH}/*" \
-                  --no-wait
+            cd "${{ inputs.docs_build_path }}"
+
+            az storage blob upload-batch \
+              -s "$DOCS_SOURCE_PATH" \
+              -d '$web' \
+              --destination-path "${STORAGE_PREFIX}/${{ github.repository }}/latest/" \
+              --account-name "${{ steps.keyvault.outputs.accountName }}" \
+              --overwrite \
+              --content-cache-control "max-age=3600" \
+              --auth-mode login
+
+            az afd endpoint purge \
+              --resource-group "${{ steps.keyvault.outputs.resourceGroupName }}" \
+              --profile-name "${{ steps.keyvault.outputs.cdnProfileName }}" \
+              --endpoint-name "${{ steps.keyvault.outputs.cdnName }}" \
+              --domains "$DEPLOYMENT_DOMAIN" \
+              --content-paths "${PRODUCTION_URL_PATH}/*" \
+              --no-wait
 
       - name: Azure logout
+        if: always()
         run: |
           az logout
-        if: always()
 
       ### PR preview comment
-
       - name: PR preview comment
         uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
         if: env.DEPLOYMENT_ENV == 'preview' && (github.event.action == 'synchronize' || github.event.action == 'opened')
         with:
           script: |
-            // If a comment already exists, skip
             const { data: comments } = await github.rest.issues.listComments({
               issue_number: context.issue.number,
               owner: context.repo.owner,
               repo: context.repo.repo,
             });
-
-            const existingComment = comments.find(comment => comment.user.login === 'github-actions[bot]' && comment.body.includes('Deploy Preview'));
-
-            if (existingComment) {
-              core.info('Preview comment already exists. Skipping...');
-              return;
-            }
+            const existingComment = comments.find(
+              c => c.user.login === 'github-actions[bot]' && c.body.includes('Deploy Preview')
+            );
+            if (existingComment) return;
 
             const previewHostname = process.env.DOMAIN_PREVIEW;
             const previewUrlPath = process.env.PREVIEW_URL_PATH;
             const prNumber = context.payload.pull_request.number;
-
             const previewUrl = `https://${previewHostname}${previewUrlPath}/${prNumber}/`;
 
             const body = `### <span aria-hidden="true">✅</span> Deploy Preview will be available once build job completes!
-
             |  Name | Link |
             |:-:|------------------------|
             |<span aria-hidden="true">😎</span> Deploy Preview | [${previewUrl}](${previewUrl}) |
@@ -353,7 +328,7 @@ jobs:
               issue_number: context.issue.number,
               owner: context.repo.owner,
               repo: context.repo.repo,
-              body: body,
+              body,
             });
 
       - name: Summary
@@ -372,6 +347,5 @@ jobs:
             echo "| Production URL | [https://${DEPLOYMENT_DOMAIN}${PRODUCTION_URL_PATH}](https://${DEPLOYMENT_DOMAIN}${PRODUCTION_URL_PATH}) |" >> $GITHUB_STEP_SUMMARY
             echo "PREVIEW_URL=https://${DEPLOYMENT_DOMAIN}${PRODUCTION_URL_PATH}" >> $GITHUB_OUTPUT
           fi
-          
 
         # TODO(dani): Add more details to the summary