diff --git a/src/pydantic_ai_lightspeed/capabilities/redaction/README.md b/src/pydantic_ai_lightspeed/capabilities/redaction/README.md
index 375cb99bb..60a374464 100644
--- a/src/pydantic_ai_lightspeed/capabilities/redaction/README.md
+++ b/src/pydantic_ai_lightspeed/capabilities/redaction/README.md
@@ -3,7 +3,7 @@
 ## [__init__.py](__init__.py)
 PII redaction capability for Pydantic AI agents.
 
-## [capability.py](capability.py)
+## [_capability.py](_capability.py)
 Pydantic AI capability for PII redaction of model messages.
 
 ## [core.py](core.py)
diff --git a/src/pydantic_ai_lightspeed/capabilities/redaction/__init__.py b/src/pydantic_ai_lightspeed/capabilities/redaction/__init__.py
index da425dcf2..90947fdb0 100644
--- a/src/pydantic_ai_lightspeed/capabilities/redaction/__init__.py
+++ b/src/pydantic_ai_lightspeed/capabilities/redaction/__init__.py
@@ -4,7 +4,7 @@
     RedactionConfig,
     RedactionRule,
 )
-from pydantic_ai_lightspeed.capabilities.redaction.capability import (
+from pydantic_ai_lightspeed.capabilities.redaction._capability import (
     PiiRedactionCapability,
 )
 from pydantic_ai_lightspeed.capabilities.redaction.core import (
diff --git a/src/pydantic_ai_lightspeed/capabilities/redaction/capability.py b/src/pydantic_ai_lightspeed/capabilities/redaction/_capability.py
similarity index 100%
rename from src/pydantic_ai_lightspeed/capabilities/redaction/capability.py
rename to src/pydantic_ai_lightspeed/capabilities/redaction/_capability.py
diff --git a/src/pydantic_ai_lightspeed/llamastack/README.md b/src/pydantic_ai_lightspeed/llamastack/README.md
index ca7ecc243..0ed6b4e07 100644
--- a/src/pydantic_ai_lightspeed/llamastack/README.md
+++ b/src/pydantic_ai_lightspeed/llamastack/README.md
@@ -10,5 +10,5 @@ Custom OpenAI Responses model that works around Llama Stack streaming quirks.
 Llama Stack provider implementation for Pydantic AI.
 
 ## [_transport.py](_transport.py)
-httpx transport that routes OpenAI-compatible requests through a Llama Stack library client.
+httpx transports for Llama Stack library and server modes.
 
diff --git a/tests/unit/pydantic_ai_lightspeed/capabilities/redaction/test_capability.py b/tests/unit/pydantic_ai_lightspeed/capabilities/redaction/test_capability.py
index 7845eb533..c112caba5 100644
--- a/tests/unit/pydantic_ai_lightspeed/capabilities/redaction/test_capability.py
+++ b/tests/unit/pydantic_ai_lightspeed/capabilities/redaction/test_capability.py
@@ -17,7 +17,7 @@
     RedactionConfig,
     RedactionRule,
 )
-from pydantic_ai_lightspeed.capabilities.redaction.capability import (
+from pydantic_ai_lightspeed.capabilities.redaction._capability import (
     PiiRedactionCapability,
     _redact_content_item,
     _redact_content_list,