docs: update workflow references from quarto-build.yml to quarto-build-container.yml

- Update CONTAINER_BUILDS.md to reflect current workflow status
- Fix workflow cleanup documentation examples
- Update PUBLISH_LIVE_WORKFLOW.md references
- Clarify that container workflow is now the primary build method

docs/CONTAINER_BUILDS.md

@@ -78,15 +78,15 @@ gh workflow run quarto-build-container.yml --field os=ubuntu-latest --field form
 ## Workflow Integration
 
 ### Current Workflows
-- `quarto-build.yml` - Original workflow (brute force approach)
-- `quarto-build-container.yml` - Containerized version (fast path)
+- `quarto-build-baremetal.yml` - Original workflow (brute force approach, legacy)
+- `quarto-build-container.yml` - Containerized version (fast path, recommended)
 - `build-linux-container.yml` - Linux container management
 - `build-windows-container.yml` - Windows container management
 
-### Migration Strategy
-1. **Phase 1**: Test containerized builds on dev branch
-2. **Phase 2**: Compare performance and reliability
-3. **Phase 3**: Replace original workflow if successful
+### Migration Status
+1. **✅ Phase 1**: Containerized builds tested and validated
+2. **✅ Phase 2**: Performance significantly improved (45min → 5-10min)
+3. **✅ Phase 3**: Container workflow is now the primary build method
 
 ## Container Contents
 
@@ -151,7 +151,7 @@ LC_ALL=en_US.UTF-8
 ## Rollback Plan
 
 If issues arise:
-1. Keep original `quarto-build.yml` as backup
+1. Keep original `quarto-build-baremetal.yml` as backup
 2. Switch back to traditional builds immediately
 3. Debug container issues separately
 4. Re-enable when resolved

docs/PUBLISH_LIVE_WORKFLOW.md

@@ -60,7 +60,7 @@ The publish-live workflow is designed to handle the publication of your Machine
 
 ### Modified Files
 - `.github/workflows/publish-live.yml`: Added PDF download and upload steps
-- `.github/workflows/quarto-build.yml`: Modified deployment to exclude PDF from git
+- `.github/workflows/quarto-build-container.yml`: Modified deployment to exclude PDF from git
 - `.gitignore`: Added PDF exclusion rules
 - `tools/scripts/quarto_publish/publish.sh`: Removed PDF commit
 - `binder`: Removed PDF commit

tools/scripts/docs/WORKFLOW_CLEANUP.md

@@ -46,7 +46,7 @@ python3 tools/scripts/cleanup_workflow_runs.py --summary
 python3 tools/scripts/cleanup_workflow_runs.py --dry-run --keep 5
 
 # Preview cleanup for specific workflow
-python3 tools/scripts/cleanup_workflow_runs.py --dry-run --workflow "quarto-build.yml" --keep 3
+python3 tools/scripts/cleanup_workflow_runs.py --dry-run --workflow "quarto-build-container.yml" --keep 3
 ```
 
 ### Actual Cleanup
@@ -55,7 +55,7 @@ python3 tools/scripts/cleanup_workflow_runs.py --dry-run --workflow "quarto-buil
 python3 tools/scripts/cleanup_workflow_runs.py --keep 5
 
 # Clean specific workflow only, keep 3 runs
-python3 tools/scripts/cleanup_workflow_runs.py --workflow "quarto-build.yml" --keep 3
+python3 tools/scripts/cleanup_workflow_runs.py --workflow "quarto-build-container.yml" --keep 3
 
 # Keep more runs (10 per workflow)
 python3 tools/scripts/cleanup_workflow_runs.py --keep 10
@@ -76,7 +76,7 @@ export GITHUB_REPOSITORY="owner/repo"
 You can target specific workflows by name or filename:
 ```bash
 # By workflow filename
-python3 tools/scripts/cleanup_workflow_runs.py --workflow "quarto-build.yml" --keep 3
+python3 tools/scripts/cleanup_workflow_runs.py --workflow "quarto-build-container.yml" --keep 3
 
 # By workflow name
 python3 tools/scripts/cleanup_workflow_runs.py --workflow "Quarto Build" --keep 3