diff --git a/docker-compose.yml b/docker-compose.yml
deleted file mode 100644
index 46218d9..0000000
--- a/docker-compose.yml
+++ /dev/null
@@ -1,47 +0,0 @@
-version: '3.8'
-
-services:
-  synthea:
-    build:
-      context: .
-      dockerfile: Dockerfile
-    volumes:
-      - ./modules:/app/modules:ro         # Mount modules directory read-only
-      - ./output:/app/output              # Mount output directory for patient data
-      - ./.env:/app/.env:ro               # Mount environment variables file
-    environment:
-      - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
-    working_dir: /app
-    command: tail -f /dev/null  # Keep container running
-    healthcheck:
-      test: ["CMD", "/app/healthcheck.sh"]
-      interval: 30s
-      timeout: 10s
-      retries: 3
-      start_period: 5s
-    restart: unless-stopped
-    ports:
-      - "8080:8080"  # Only needed if you want to access the Synthea web interface
-
-  module-generator:
-    build:
-      context: .
-      dockerfile: Dockerfile
-    volumes:
-      - ./modules:/app/modules            # Mount modules directory for writing
-      - ./module_generator:/app/module_generator
-      - ./src:/app/src
-      - ./scripts:/app/scripts
-      - ./.env:/app/.env:ro               # Mount environment variables file
-    environment:
-      - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
-    working_dir: /app
-    command: python3 /app/module_generator/run_module_generator.py --batch-size 5 --max-modules 10 --prioritize
-    depends_on:
-      - synthea
-    profiles:
-      - generator  # This service won't start by default, only when explicitly requested
-
-volumes:
-  synthea-output:
-    driver: local
\ No newline at end of file
diff --git a/generate_patients.sh b/generate_patients.sh
deleted file mode 100755
index 4eb0372..0000000
--- a/generate_patients.sh
+++ /dev/null
@@ -1,78 +0,0 @@
-#!/bin/bash
-
-# Script to generate synthetic patients directly using modules created by the pipeline
-# Usage: ./generate_patients.sh <module_name> <output_directory> <population_size>
-
-MODULE_NAME=$1
-OUTPUT_DIR=$2
-POPULATION=${3:-10}
-
-if [ -z "$MODULE_NAME" ] || [ -z "$OUTPUT_DIR" ]; then
-  echo "Usage: $0 <module_name> <output_directory> [population_size]"
-  echo "Example: $0 diabetes /path/to/output 20"
-  exit 1
-fi
-
-# Create output directory
-mkdir -p "$OUTPUT_DIR/m" "$OUTPUT_DIR/f"
-
-# Location of module file
-MODULE_PATH="/data/olamide/synthea-alldiseases/modules/${MODULE_NAME}.json"
-
-if [ ! -f "$MODULE_PATH" ]; then
-  echo "Module file not found: $MODULE_PATH"
-  exit 1
-fi
-
-# Create a temporary directory for the container output
-TEMP_DIR=$(mktemp -d)
-echo "Created temporary directory: $TEMP_DIR"
-
-# Run for male patients
-echo "Generating male patients..."
-docker run --rm \
-  -v "$MODULE_PATH:/app/modules/${MODULE_NAME}.json" \
-  -v "$TEMP_DIR:/app/output" \
-  synthea-module-generator \
-  bash -c "cd /app && ./run_synthea -p $((POPULATION/2)) -g M -m ${MODULE_NAME} Massachusetts"
-
-# Copy male patient files to the output directory
-echo "Copying male patient files..."
-find "$TEMP_DIR/fhir" -name "*.json" ! -name "*hospital*" ! -name "*practitioner*" | while read file; do
-  # Check if it's a patient file by looking for gender field
-  if grep -q '"gender"' "$file"; then
-    cp "$file" "$OUTPUT_DIR/m/"
-  fi
-done
-
-# Clear the temp directory
-rm -rf "$TEMP_DIR/fhir"/*
-
-# Run for female patients
-echo "Generating female patients..."
-docker run --rm \
-  -v "$MODULE_PATH:/app/modules/${MODULE_NAME}.json" \
-  -v "$TEMP_DIR:/app/output" \
-  synthea-module-generator \
-  bash -c "cd /app && ./run_synthea -p $((POPULATION/2)) -g F -m ${MODULE_NAME} Massachusetts"
-
-# Copy female patient files to the output directory
-echo "Copying female patient files..."
-find "$TEMP_DIR/fhir" -name "*.json" ! -name "*hospital*" ! -name "*practitioner*" | while read file; do
-  # Check if it's a patient file by looking for gender field
-  if grep -q '"gender"' "$file"; then
-    cp "$file" "$OUTPUT_DIR/f/"
-  fi
-done
-
-# Count the results
-male_count=$(find "$OUTPUT_DIR/m" -type f -name "*.json" | wc -l)
-female_count=$(find "$OUTPUT_DIR/f" -type f -name "*.json" | wc -l)
-
-# Report results
-echo "Patient generation complete. Results saved to $OUTPUT_DIR"
-echo "Male patients: $male_count"
-echo "Female patients: $female_count"
-
-# Clean up temp directory
-rm -rf "$TEMP_DIR"
diff --git a/main.nf b/main.nf
index a3c5033..74162f1 100644
--- a/main.nf
+++ b/main.nf
@@ -2,7 +2,6 @@
 
 nextflow.enable.dsl=2
 
-// Default parameters
 params.disease_name = null
 params.outdir = null
 params.population = 10
@@ -11,7 +10,6 @@ params.min_age = 0
 params.max_age = 90
 params.seed = null
 
-// Validate required parameters
 if (!params.disease_name) {
     error "Disease name is required. Please specify with --disease_name"
 }
@@ -20,7 +18,6 @@ if (!params.outdir) {
     error "Output directory is required. Please specify with --outdir"
 }
 
-// Process to generate synthetic patients
 process generatePatients {
     container 'harbor.cluster.omic.ai/omic/synthea-alldiseases:v3'
     publishDir params.outdir, mode: 'copy'
@@ -33,14 +30,13 @@ process generatePatients {
         path "run.log", emit: log_file
 
     script:
-    def moduleBasename = diseaseName.toLowerCase().replaceAll(' ', '_')
     def genderArg = params.gender < 0.5 ? "-g M" : (params.gender > 0.5 ? "-g F" : "")
     def seedArg = params.seed ? "-s ${params.seed}" : ""
     """
     set +e
     WORKDIR=\$(pwd)
 
-    # Use pre-built jar directly (bypasses Gradle which needs write access to .gradle)
+    # Run Synthea via pre-built jar (Gradle is not writable in K8s)
     cd /app
     java -jar /app/build/libs/synthea-with-dependencies.jar \
         -p ${params.population} \
@@ -49,18 +45,13 @@ process generatePatients {
         ${seedArg} 2>&1 | tee \${WORKDIR}/run.log
     JAVA_EXIT=\${PIPESTATUS[0]}
 
-    # Collect FHIR output back into Nextflow work dir
     cd \${WORKDIR}
     mkdir -p fhir
     if [ -d /app/output/fhir ]; then
         cp /app/output/fhir/*.json fhir/ 2>/dev/null || true
-        FHIR_COUNT=\$(ls fhir/*.json 2>/dev/null | wc -l)
-        echo "Copied \${FHIR_COUNT} FHIR bundles" | tee -a run.log
-    else
-        echo "Warning: No FHIR output directory found" | tee -a run.log
     fi
 
-    # Exit 0 if we got FHIR output, regardless of java exit code
+    # Succeed if FHIR output was produced
     if [ -n "\$(ls fhir/*.json 2>/dev/null)" ]; then
         exit 0
     else
@@ -69,7 +60,6 @@ process generatePatients {
     """
 }
 
-// Workflow
 workflow {
     generatePatients(params.disease_name)
 }
diff --git a/simple.nf b/simple.nf
deleted file mode 100644
index 82a8d94..0000000
--- a/simple.nf
+++ /dev/null
@@ -1,77 +0,0 @@
-#!/usr/bin/env nextflow
-
-nextflow.enable.dsl=2
-
-// Default parameters
-params.disease_name = "Diabetes"  // Default disease name
-params.output_dir = "/mnt/OmicNAS/private/old/olamide/synthea/output/new"      // Output directory
-params.modules_dir = "modules"    // Directory for module files
-
-// Process to generate synthetic patients
-process generatePatients {
-    publishDir "${params.output_dir}/${params.disease_name.toLowerCase().replaceAll(' ', '_')}", mode: 'copy'
-    
-    input:
-    path moduleFile
-    
-    output:
-    path "**"
-    
-    script:
-    """
-    echo "Module file: ${moduleFile}"
-    echo "Disease: ${params.disease_name}"
-    
-    # Check if Docker is available
-    if command -v docker &>/dev/null; then
-        echo "Docker is available, looking for Synthea container..."
-        
-        # Find the Synthea container
-        container_id=\$(docker ps --format '{{.ID}}' --filter "name=synthea" | head -1)
-        
-        if [ -n "\$container_id" ]; then
-            echo "Using Synthea container \$container_id"
-            
-            # Copy module to container
-            docker exec \$container_id mkdir -p /app/modules
-            docker cp "${moduleFile}" \$container_id:/app/modules/
-            
-            # Run Synthea with minimal parameters
-            docker exec \$container_id bash -c "cd /app && ./run_synthea -p 1 -m ${params.disease_name.toLowerCase().replaceAll(' ', '_')}"
-            
-            # Copy output from container
-            docker cp \$container_id:/app/output/fhir ./ || mkdir -p ./fhir
-            docker cp \$container_id:/app/output/metadata ./ || mkdir -p ./metadata
-            
-            echo "Completed patient generation"
-        else
-            echo "No Synthea container found, creating mock output for testing"
-            mkdir -p ./fhir ./metadata
-            echo "Mock FHIR data for ${params.disease_name}" > ./fhir/mock_patient.json
-            echo "Mock metadata for ${params.disease_name}" > ./metadata/mock_stats.json
-        fi
-    else
-        echo "Docker not available, creating mock output for testing"
-        mkdir -p ./fhir ./metadata
-        echo "Mock FHIR data for ${params.disease_name}" > ./fhir/mock_patient.json
-        echo "Mock metadata for ${params.disease_name}" > ./metadata/mock_stats.json
-    fi
-    """
-}
-
-// Define workflow
-workflow {
-    // Prepare module file
-    moduleFilename = params.disease_name.toLowerCase().replaceAll(' ', '_') + '.json'
-    moduleFile = file("${params.modules_dir}/${moduleFilename}")
-    
-    if (!moduleFile.exists()) {
-        error "Module file not found: ${moduleFile}"
-    }
-    
-    // Create a channel with the module file
-    moduleChannel = Channel.fromPath(moduleFile)
-    
-    // Generate patients
-    generatePatients(moduleChannel)
-}
diff --git a/test.nf b/test.nf
deleted file mode 100644
index dfa0df5..0000000
--- a/test.nf
+++ /dev/null
@@ -1,141 +0,0 @@
-#!/usr/bin/env nextflow
-
-nextflow.enable.dsl=2
-
-/*
- * Synthea Disease Module Generator Pipeline
- *
- * A Nextflow pipeline to generate and manage Synthea disease modules
- */
-
-// Load API key from .env file if it exists
-def envFile = file('.env')
-if (envFile.exists()) {
-    envFile.eachLine { line ->
-        def (key, value) = line.tokenize('=')
-        if (key && value && key.trim() == 'ANTHROPIC_API_KEY') {
-            params.anthropic_api_key = value.trim()
-        }
-    }
-}
-
-// Default parameters
-params.disease_name = null        // Disease name to generate patients for
-params.output_dir = "/mnt/OmicNAS/private/old/olamide/synthea/output/new"      // Output directory
-params.modules_dir = "src/main/resources/modules"    // Directory for module files
-params.population = 100           // Number of patients to generate
-params.gender = 0.5               // Decimal representing proportion female (0.0-1.0)
-params.min_age = 0                // Minimum age of generated patients
-params.max_age = 90               // Maximum age of generated patients
-params.seed = null                // Random seed for reproducibility
-params.help = false               // Show help message
-
-// Show help message
-if (params.help) {
-    log.info """
-    Synthea Patient Generator
-    ========================
-    Usage: nextflow run main.nf --disease_name "Disease Name"
-
-    Required Arguments:
-      --disease_name    Disease name to generate patients for
-
-    Optional Arguments:
-      --modules_dir     Module directory (default: modules)
-      --output_dir      Output directory (default: output)
-      --population      Number of patients (default: 100)
-      --gender          Gender ratio - female proportion 0.0-1.0 (default: 0.5)
-      --min_age         Minimum age (default: 0)
-      --max_age         Maximum age (default: 90)
-      --seed            Random seed (default: random)
-    """
-    exit 0
-}
-
-// Validate required parameters
-if (!params.disease_name && !params.help) {
-    error "Disease name is required. Please specify with --disease_name"
-}
-
-// Process to check if module exists and generate it if needed
-process checkAndGetModule {
-    container 'synthea-module-generator'
-    publishDir "${params.modules_dir}", mode: 'copy'
-
-    input:
-        val diseaseName
-
-    output:
-        path "*.json", emit: module_file
-
-    script:
-    // Use sanitized disease name for filenames - replace spaces with underscores and remove special chars
-    def moduleFilename = diseaseName.toLowerCase().replaceAll(' ', '_').replaceAll('[^a-z0-9_]', '') + '.json'
-    def fullPath = "/app/src/main/resources/modules/${moduleFilename}"
-    """
-    echo "Looking for module at ${fullPath}"
-    if [ -f "${fullPath}" ]; then
-        echo "Module exists, copying..."
-        cp "${fullPath}" .
-    else
-        echo "Module not found, generating..."
-        # Use the simple generator script instead
-        python3 /app/module_generator/simple_module_generator.py --disease "${diseaseName}" --output "${moduleFilename}"
-        if [ -f "${moduleFilename}" ]; then
-            echo "Successfully generated module"
-        else
-            echo "Error: Failed to generate module"
-            exit 1
-        fi
-    fi
-    """
-}
-
-// Process to generate synthetic patients
-process generatePatients {
-    container 'synthea-module-generator'
-    publishDir "${params.output_dir}/${diseaseName.toLowerCase().replaceAll(' ', '_').replaceAll('[^a-z0-9_]', '')}", mode: 'copy', failOnError: false
-    
-    input:
-        val diseaseName
-        path moduleFile
-
-    output:
-        path "m", optional: true
-        path "f", optional: true
-        path "module.json", optional: true
-        path "README.txt", optional: true
-
-    script:
-    def moduleBasename = diseaseName.toLowerCase().replaceAll(' ', '_').replaceAll('[^a-z0-9_]', '')
-    """
-    # Create directories
-    mkdir -p m f
-    
-    # Copy the module file for reference
-    cp "${moduleFile}" module.json
-    
-    # Create a README file with instructions
-    cat > README.txt << EOF
-This directory contains the module for ${diseaseName}.
-To generate patients, run:
-./generate_patients.sh ${moduleBasename} ${params.output_dir}/${moduleBasename}/patients 20
-EOF
-    
-    # Create marker files
-    touch m/.keep
-    touch f/.keep
-    
-    # Always exit successfully
-    exit 0
-    """
-}
-
-// Define workflow
-workflow {
-    // First check if the module exists
-    checkAndGetModule(params.disease_name)
-
-    // Then generate patients
-    generatePatients(params.disease_name, checkAndGetModule.out.module_file)
-}
diff --git a/test_synthea.sh b/test_synthea.sh
deleted file mode 100755
index fde8b3d..0000000
--- a/test_synthea.sh
+++ /dev/null
@@ -1,21 +0,0 @@
-#!/bin/bash
-
-# Set up environment and variables
-MODULE_NAME="diabetes"
-JSON_PATH="$(pwd)/modules/${MODULE_NAME}.json"
-
-# Make sure we have the module file
-if [ ! -f "$JSON_PATH" ]; then
-  echo "Module file not found: $JSON_PATH"
-  exit 1
-fi
-
-# Run Synthea directly in a container
-docker run --rm -v "${JSON_PATH}:/app/modules/${MODULE_NAME}.json" \
-  -v "$(pwd)/test_output:/app/output" \
-  synthea-module-generator \
-  bash -c "cd /app && ./run_synthea -p 10 -g B -m ${MODULE_NAME} -a 0-90 -s 12345 | tee /app/output/synthea_run.log"
-
-# Check the output
-echo "Checking output directory:"
-find test_output -type f | sort
diff --git a/trace.txt b/trace.txt
deleted file mode 100644
index fc0c124..0000000
--- a/trace.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-task_id	hash	native_id	name	status	exit	submit	duration	realtime	%cpu	peak_rss	peak_vmem	rchar	wchar
-1	48/6b3902	74409	checkAndGetModule	FAILED	1	2025-03-23 11:46:23.178	1.1s	995ms	-	-	-	-	-