diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 443715b..d267d1c 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -12,7 +12,8 @@ llmpane/
 │   ├── llmpane-py/        # Python package (Pydantic models, FastAPI utilities)
 │   └── llmpane-react/     # React package (UI components, hooks)
 └── examples/
-    └── fastapi-example/   # Complete working demonstration app
+    ├── fastapi-example/       # Basic streaming chat demo
+    └── agentic-chat-example/  # Agent with tools and conversation persistence
 ```
 
 ## Prerequisites
diff --git a/README.md b/README.md
index 0f7a10f..961148b 100644
--- a/README.md
+++ b/README.md
@@ -236,7 +236,7 @@ Configure these in your repository settings under Settings > Secrets and variabl
 | `NPM_TOKEN` | npm automation token with publish access |
 
 For PyPI, we use [Trusted Publishing](https://docs.pypi.org/trusted-publishers/) with OIDC. Configure the GitHub publisher in your PyPI project settings:
-- Owner: `hartbrook`
+- Owner: `HartBrook`
 - Repository: `llmpane`
 - Workflow: `publish-python.yml`
 - Environment: `pypi` (or `testpypi` for TestPyPI)
diff --git a/packages/llmpane-py/pyproject.toml b/packages/llmpane-py/pyproject.toml
index 8c11148..6ab13ef 100644
--- a/packages/llmpane-py/pyproject.toml
+++ b/packages/llmpane-py/pyproject.toml
@@ -46,9 +46,9 @@ stores = ["llmpane[file,redis,sql]"]
 all = ["llmpane[fastapi,agent,stores,dev]"]
 
 [project.urls]
-Homepage = "https://github.com/hartbrook/llmpane"
-Documentation = "https://github.com/hartbrook/llmpane#readme"
-Repository = "https://github.com/hartbrook/llmpane"
+Homepage = "https://github.com/HartBrook/llmpane"
+Documentation = "https://github.com/HartBrook/llmpane#readme"
+Repository = "https://github.com/HartBrook/llmpane"
 
 [tool.hatch.build.targets.wheel]
 packages = ["llmpane"]