diff --git a/docs/DEVELOPMENT.md b/docs/DEVELOPMENT.md
index b5c0f5fd62a1..49f6898092a5 100644
--- a/docs/DEVELOPMENT.md
+++ b/docs/DEVELOPMENT.md
@@ -65,7 +65,7 @@ See `docs/src/data/template/image-template.yml` for all available fields.
 ### Step 2: Regenerate
 
 ```bash
-cd docs/src && python main.py --verbose
+python docs/src/main.py --verbose
 ```
 
 ---
@@ -76,7 +76,7 @@ Add `ga` and `eop` fields to image configs for repositories that appear in suppo
 
 ```yaml
 ga: "2025-10-15"    # General Availability date
-eop: "2026-10-15"   # End of Patch date
+eop: "2035-10-15"   # End of Patch date
 ```
 
 **Version Consolidation:**
@@ -229,4 +229,4 @@ For any changes required to the tutorial pages, create a new PR in
 | "Display name not found" | Add repository to `display_names` in `global.yml` |
 | "Inconsistent dates" | Ensure all images in same framework group/version have identical GA/EOP |
 | Images not appearing | Check repository is in `table_order` |
-| Release notes not generating | Ensure `announcements` and `packages` fields are present |
\ No newline at end of file
+| Release notes not generating | Ensure `announcements` and `packages` fields are present |
diff --git a/docs/README.md b/docs/README.md
index ab46cddda5c3..3827f8ce8de7 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -18,23 +18,23 @@ uv pip install -r docs/requirements.txt
 
 Run the generation system without serving:
 ```bash
-cd docs/src && python main.py --verbose
+python docs/src/main.py --verbose
 ```
 This clones the `tutorials/` repository and generates markdown files in `reference/` and `releasenotes/` directories.
 
 Generation flags:
 ```bash
-python main.py --available-images-only
-python main.py --support-policy-only
-python main.py --release-notes-only
-python main.py --index-only
+python docs/src/main.py --available-images-only
+python docs/src/main.py --support-policy-only
+python docs/src/main.py --release-notes-only
+python docs/src/main.py --index-only
 ```
 
 ### Serving
 
 Use `mkdocs serve` to generate documentation and serve the website:
 ```bash
-cd docs && mkdocs serve
+mkdocs serve
 ```
 The site is typically available at `http://127.0.0.1:8000/deep-learning-containers/` - check the command output for the actual URL.