feldera · snkas · Jan 9, 2026
diff --git a/CLAUDE.md b/CLAUDE.md
@@ -7849,58 +7849,6 @@ services:
     # Maintains all other production configuration
 ```
 
-### **Extended Services** (`docker-compose-extra.yml`)
-
-**Purpose**: Additional infrastructure services for comprehensive testing and demos.
-
-**Integration Testing Role**:
-- Provides MySQL, PostgreSQL databases for connector testing
-- Kafka Connect service for CDC integration validation
-- Required for database integration demos and tutorials
-- Used in CI integration tests
-
-**Infrastructure Services**:
-```yaml
-services:
-  mysql:
-    # MySQL 8.0 with CDC configuration
-    # Enables Debezium change capture testing
-
-  postgres:
-    # PostgreSQL with replication configuration
-    # Supports CDC and direct connector testing
-
-  kafka-connect:
-    # Debezium + Snowflake connector infrastructure
-    # Enables end-to-end CDC pipeline testing
-```
-
-### **Demo Orchestration** (`docker-compose-demo.yml`)
-
-**Purpose**: Complete demo scenarios showcasing Feldera capabilities.
-
-**Customer Onboarding Role**:
-- Provides working examples of Feldera integration patterns
-- Validates end-to-end functionality in release testing
-- Supports customer proof-of-concept deployments
-- Demonstrates CDC, streaming analytics, and data warehouse integration
-
-**Demo Profiles**:
-```yaml
-profiles:
-  demo-debezium-mysql:
-    # Complete CDC pipeline: MySQL → Kafka → Feldera → Analytics
-    # Showcases real-time change capture and processing
-
-  demo-supply-chain-tutorial:
-    # Business-focused demo with supply chain analytics
-    # Demonstrates SQL streaming analytics capabilities
-
-  demo-snowflake-sink:
-    # Data warehouse integration showcase
-    # End-to-end pipeline to Snowflake data warehouse
-```
-
 ## CI/CD Integration Points
 
 ### **Build Pipeline Integration**
@@ -7993,24 +7941,6 @@ docker compose -f deploy/docker-compose.yml \
                -f deploy/docker-compose-dev.yml up --build
 ```
 
-### **Enterprise Integration Scenarios**
-
-**Database CDC Integration**:
-```bash
-# Complete CDC pipeline with MySQL
-docker compose -f deploy/docker-compose.yml \
-               -f deploy/docker-compose-extra.yml \
-               --profile mysql --profile kafka-connect up
-```
-
-**Data Warehouse Integration**:
-```bash
-# Snowflake integration demo
-docker compose -f deploy/docker-compose.yml \
-               -f deploy/docker-compose-demo.yml \
-               --profile demo-snowflake-sink up
-```
-
 ## Best Practices
 
 ### **Image Management**

diff --git a/Cargo.toml b/Cargo.toml
@@ -33,7 +33,6 @@ exclude = [
   "sql-to-dbsp-compiler/temp",
   "sql-to-dbsp-compiler/experiments",
   "sql-to-dbsp-compiler/multi",
-  "demo/project_demo12-HopsworksTikTokRecSys/tiktok-gen"
 ]
 resolver = "2"
 

diff --git a/benchmark/feldera-sql/benchmarks/tiktok/README.md b/benchmark/feldera-sql/benchmarks/tiktok/README.md
diff --git a/benchmark/feldera-sql/benchmarks/tiktok/generate.bash b/benchmark/feldera-sql/benchmarks/tiktok/generate.bash
diff --git a/benchmark/feldera-sql/benchmarks/tiktok/queries/q0.sql b/benchmark/feldera-sql/benchmarks/tiktok/queries/q0.sql
diff --git a/benchmark/feldera-sql/benchmarks/tiktok/queries/q1.sql b/benchmark/feldera-sql/benchmarks/tiktok/queries/q1.sql
diff --git a/benchmark/feldera-sql/benchmarks/tiktok/table.sql b/benchmark/feldera-sql/benchmarks/tiktok/table.sql
diff --git a/demo/docs-demo/1200x1200.png b/demo/docs-demo/1200x1200.png
diff --git a/demo/docs-demo/README.md b/demo/docs-demo/README.md