diff --git a/README.md b/README.md
index 6ed05d3..fd58d31 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ Example webhook servers implementing the CATE (Contextual Access for Tool Execut
 
 A comprehensive server combining all features with a browser-based dashboard for configuration.
 
-- **[examples/advanced_server/](examples/advanced_server/)** - Access rules, PII redaction, A/B testing, and a web UI
+- **[examples/contextual_access/advanced_server/](examples/contextual_access/advanced_server/)** - Access rules, PII redaction, A/B testing, and a web UI
 
 ### Focused Examples (Single-Purpose, No UI)
 
@@ -16,23 +16,23 @@ Minimal servers demonstrating individual hook capabilities:
 
 | Example | Description | Hook Points Used |
 | ------- | ----------- | ---------------- |
-| **[user_blocking](examples/user_blocking/)** | Block specific users from tools | Access, Pre |
-| **[content_filter](examples/content_filter/)** | Filter/block based on content | Access, Pre, Post |
-| **[pii_redactor](examples/pii_redactor/)** | Detect and redact PII in outputs | Post |
-| **[ab_testing](examples/ab_testing/)** | A/B and canary test tool versions | Pre |
-| **[basic_rules](examples/basic_rules/)** | Configurable rules for all hooks | Access, Pre, Post |
+| **[user_blocking](examples/contextual_access/user_blocking/)** | Block specific users from tools | Access, Pre |
+| **[content_filter](examples/contextual_access/content_filter/)** | Filter/block based on content | Access, Pre, Post |
+| **[pii_redactor](examples/contextual_access/pii_redactor/)** | Detect and redact PII in outputs | Post |
+| **[ab_testing](examples/contextual_access/ab_testing/)** | A/B and canary test tool versions | Pre |
+| **[basic_rules](examples/contextual_access/basic_rules/)** | Configurable rules for all hooks | Access, Pre, Post |
 
 ## Quick Start
 
 ```bash
 # Run the advanced server with the web dashboard
-go run ./examples/advanced_server -config ./examples/advanced_server/example-config.yaml
+go run ./examples/contextual_access/advanced_server -config ./examples/contextual_access/advanced_server/example-config.yaml
 
 # Or run a focused example
-go run ./examples/pii_redactor -types "email,ssn,credit_card"
-go run ./examples/user_blocking -block "user1,user2"
-go run ./examples/content_filter -config ./examples/content_filter/example-config.yaml
-go run ./examples/ab_testing -config ./examples/ab_testing/example-config.yaml
+go run ./examples/contextual_access/pii_redactor -types "email,ssn,credit_card"
+go run ./examples/contextual_access/user_blocking -block "user1,user2"
+go run ./examples/contextual_access/content_filter -config ./examples/contextual_access/content_filter/example-config.yaml
+go run ./examples/contextual_access/ab_testing -config ./examples/contextual_access/ab_testing/example-config.yaml
 ```
 
 ## Hook Points
@@ -67,12 +67,13 @@ Engine Request Flow
 
 ```
 ├── examples/
-│   ├── advanced_server/    # Full-featured server with web UI
-│   ├── basic_rules/        # Configurable rules (original example)
-│   ├── user_blocking/      # Block specific users
-│   ├── content_filter/     # Content-based filtering
-│   ├── pii_redactor/       # PII detection and redaction
-│   └── ab_testing/         # A/B and canary testing
+│   └── contextual_access/
+│       ├── advanced_server/    # Full-featured server with web UI
+│       ├── basic_rules/        # Configurable rules (original example)
+│       ├── user_blocking/      # Block specific users
+│       ├── content_filter/     # Content-based filtering
+│       ├── pii_redactor/       # PII detection and redaction
+│       └── ab_testing/         # A/B and canary testing
 ├── pkg/
 │   └── server/             # Generated types from OpenAPI schema
 ├── go.mod