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+checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+
+[[package]]
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+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
+
+[[package]]
+name = "winnow"
+version = "0.7.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
+
+[[package]]
+name = "wit-bindgen"
+version = "0.46.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"
+
+[[package]]
+name = "writeable"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
+dependencies = [
+ "serde",
+ "stable_deref_trait",
+ "yoke-derive",
+ "zerofrom",
+]
+
+[[package]]
+name = "yoke-derive"
+version = "0.8.0"
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+checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
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+ "proc-macro2",
+ "quote",
+ "syn",
+ "synstructure",
+]
+
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+checksum = "0894878a5fa3edfd6da3f88c4805f4c8558e2b996227a3d864f47fe11e38282c"
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+ "zerocopy-derive",
+]
+
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+ "proc-macro2",
+ "quote",
+ "syn",
+]
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+ "zerofrom-derive",
+]
+
+[[package]]
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+ "proc-macro2",
+ "quote",
+ "syn",
+ "synstructure",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
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+checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+dependencies = [
+ "displaydoc",
+ "yoke",
+ "zerofrom",
+]
+
+[[package]]
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+version = "0.11.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7aa2bd55086f1ab526693ecbe444205da57e25f4489879da80635a46d90e73b"
+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.16+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/migrations/003_judge_prompts.sql b/migrations/003_judge_prompts.sql
deleted file mode 100644
index b799b4d..0000000
--- a/migrations/003_judge_prompts.sql
+++ /dev/null
@@ -1,36 +0,0 @@
--- Create judge_prompts table
-CREATE TABLE IF NOT EXISTS judge_prompts (
-    version INTEGER PRIMARY KEY AUTOINCREMENT,
-    name TEXT NOT NULL,
-    template TEXT NOT NULL,
-    description TEXT,
-    is_active BOOLEAN NOT NULL DEFAULT FALSE,
-    created_at TEXT NOT NULL
-);
-
--- Insert a default judge prompt
-INSERT INTO judge_prompts (name, template, description, is_active, created_at)
-VALUES (
-    'Default Judge Prompt',
-    'You are an expert evaluator comparing two text outputs.
-
-EVALUATION CRITERIA:
-{{criteria}}
-
-EXPECTED OUTPUT:
-{{expected}}
-
-ACTUAL OUTPUT:
-{{actual}}
-
-INSTRUCTIONS:
-1. Carefully compare both outputs
-2. Consider semantic equivalence, not just exact wording
-3. Provide your verdict as the first line: "Verdict: PASS" or "Verdict: FAIL"
-4. Then explain your reasoning in 2-3 sentences
-
-Your evaluation:',
-    'Default prompt for LLM-as-a-judge evaluation',
-    TRUE,
-    datetime('now')
-);
diff --git a/migrations/20240101000000_create_evaluations_table.sql b/migrations/20240101000000_create_evaluations_table.sql
deleted file mode 100644
index a032c05..0000000
--- a/migrations/20240101000000_create_evaluations_table.sql
+++ /dev/null
@@ -1,25 +0,0 @@
--- Create the evaluations table with all columns
-CREATE TABLE IF NOT EXISTS evaluations (
-    id TEXT PRIMARY KEY NOT NULL,
-    status TEXT,
-    model TEXT,
-    prompt TEXT,
-    model_output TEXT,
-    expected TEXT,
-    judge_model TEXT,
-    judge_verdict TEXT,
-    judge_reasoning TEXT,
-    error_message TEXT,
-    latency_ms INTEGER,
-    judge_latency_ms INTEGER,
-    input_tokens INTEGER,
-    output_tokens INTEGER,
-    judge_input_tokens INTEGER,
-    judge_output_tokens INTEGER,
-    created_at TEXT NOT NULL
-);
-
--- Create indexes
-CREATE INDEX IF NOT EXISTS idx_evaluations_created_at ON evaluations(created_at);
-CREATE INDEX IF NOT EXISTS idx_evaluations_status ON evaluations(status);
-CREATE INDEX IF NOT EXISTS idx_evaluations_model ON evaluations(model);
diff --git a/migrations/20240806120000_create_evals_table.sql b/migrations/20240806120000_create_evals_table.sql
deleted file mode 100644
index 2812869..0000000
--- a/migrations/20240806120000_create_evals_table.sql
+++ /dev/null
@@ -1,14 +0,0 @@
--- Create the evaluations table
-CREATE TABLE IF NOT EXISTS evaluations (
-    id TEXT PRIMARY KEY NOT NULL,
-    status TEXT NOT NULL,
-    model TEXT NOT NULL,
-    prompt TEXT NOT NULL,
-    model_output TEXT,
-    expected TEXT,
-    judge_model TEXT,
-    judge_verdict TEXT,
-    judge_reasoning TEXT,
-    error_message TEXT,
-    created_at TEXT NOT NULL
-);
diff --git a/migrations/20251104162000_initial_schema.sql b/migrations/20251104162000_initial_schema.sql
new file mode 100644
index 0000000..c35cc21
--- /dev/null
+++ b/migrations/20251104162000_initial_schema.sql
@@ -0,0 +1,70 @@
+-- ========================================
+-- 20251104162000_initial_schema.sql
+-- Initial schema for fresh DB
+-- ========================================
+
+-- Create evaluations table
+CREATE TABLE IF NOT EXISTS evaluations (
+    id TEXT PRIMARY KEY NOT NULL,
+    status TEXT,
+    model TEXT,
+    prompt TEXT,
+    model_output TEXT,
+    expected TEXT,
+    judge_model TEXT,
+    judge_verdict TEXT,
+    judge_reasoning TEXT,
+    error_message TEXT,
+    latency_ms INTEGER,
+    judge_latency_ms INTEGER,
+    input_tokens INTEGER,
+    output_tokens INTEGER,
+    judge_input_tokens INTEGER,
+    judge_output_tokens INTEGER,
+    created_at TEXT NOT NULL,
+    judge_prompt_version INTEGER
+);
+
+-- Create indexes
+CREATE INDEX IF NOT EXISTS idx_evaluations_created_at ON evaluations(created_at);
+CREATE INDEX IF NOT EXISTS idx_evaluations_status ON evaluations(status);
+CREATE INDEX IF NOT EXISTS idx_evaluations_model ON evaluations(model);
+CREATE INDEX IF NOT EXISTS idx_evaluations_judge_prompt_version ON evaluations(judge_prompt_version);
+
+-- Create judge_prompts table
+CREATE TABLE IF NOT EXISTS judge_prompts (
+    version INTEGER PRIMARY KEY AUTOINCREMENT,
+    name TEXT NOT NULL,
+    template TEXT NOT NULL,
+    description TEXT,
+    is_active BOOLEAN NOT NULL DEFAULT FALSE,
+    created_at TEXT NOT NULL DEFAULT (datetime('now'))
+);
+
+-- Insert default judge prompt
+INSERT INTO judge_prompts (name, template, description, is_active, created_at)
+VALUES (
+    'Default Judge Prompt',
+    'You are an expert evaluator comparing two text outputs.
+
+EVALUATION CRITERIA:
+{{criteria}}
+
+EXPECTED OUTPUT:
+{{expected}}
+
+ACTUAL OUTPUT:
+{{actual}}
+
+INSTRUCTIONS:
+1. Carefully compare both outputs
+2. Consider semantic equivalence, not just exact wording
+3. Provide your verdict as the first line: "Verdict: PASS" or "Verdict: FAIL"
+4. Then explain your reasoning in 2-3 sentences
+
+Your evaluation:',
+    'Default prompt for LLM-as-a-judge evaluation',
+    TRUE,
+    datetime('now')
+);
+
diff --git a/src/api/handlers/evals.rs b/src/api/handlers/evals.rs
index 481ed18..7745eb0 100644
--- a/src/api/handlers/evals.rs
+++ b/src/api/handlers/evals.rs
@@ -1,4 +1,4 @@
-// src/api/handlers/evals.rs - Fixed to save ALL evaluations to database
+// src/api/handlers/evals.rs - Updated to pass db_pool to runner
 use actix_web::{web, HttpResponse, Result};
 use serde::{Deserialize, Serialize};
 use uuid::Uuid;
@@ -56,7 +56,10 @@ pub async fn run_eval(
         metadata: None,
     };
 
-    match runner::run_eval(&state.config, &eval_config, &state.client).await {
+    // 🆕 Pass db_pool to runner for dynamic judge prompt loading
+    let db_pool_ref = state.db_pool.as_ref();
+    
+    match runner::run_eval_with_pool(&state.config, &eval_config, &state.client, db_pool_ref.as_ref()).await {
         Ok(result) => {
             let status = if let Some(judge) = &result.judge_result {
                 match judge.verdict {
@@ -130,7 +133,7 @@ pub async fn run_eval(
                 error: Some(error_string.clone()),
             };
 
-            // ✅ FIX: Save error to database too!
+            // Save error to database
             if let Some(pool) = state.db_pool.as_ref() {
                 println!("💾 Saving error evaluation to database: {}", eval_id);
                 let api_response = crate::models::ApiResponse {
@@ -167,10 +170,14 @@ pub async fn run_batch(
     let batch_id = Uuid::new_v4().to_string();
     let total = eval_configs.len();
 
-    let results = runner::run_batch_evals(
+    // 🆕 Pass db_pool to runner for dynamic judge prompt loading
+    let db_pool_ref = state.db_pool.as_ref();
+    
+    let results = runner::run_batch_evals_with_pool(
         &state.config,
         eval_configs.into_inner(),
         &state.client,
+        db_pool_ref.as_ref(),
     ).await;
 
     let mut responses = Vec::new();
@@ -257,7 +264,6 @@ pub async fn run_batch(
                     error: Some(error_string.clone()),
                 };
 
-                // ✅ FIX: Save batch errors to database too!
                 if let Some(pool) = state.db_pool.as_ref() {
                     let api_response = crate::models::ApiResponse {
                         id: eval_id,
diff --git a/src/database.rs b/src/database.rs
index 8996a3d..7749d70 100644
--- a/src/database.rs
+++ b/src/database.rs
@@ -1,61 +1,86 @@
-// src/database.rs - Fixed directory creation
+// src/database.rs
+
 use crate::models::{ApiResponse, EvalResult};
-use sqlx::{sqlite::SqlitePoolOptions, Row, SqlitePool};
-use std::path::PathBuf;
+use sqlx::{
+    migrate::Migrator,
+    sqlite::{SqliteConnectOptions, SqlitePoolOptions},
+    Row, SqlitePool,
+};
+use std::{
+    path::{Path, PathBuf},
+    str::FromStr,
+};
+use chrono::Utc; // Import chrono::Utc for use in structs and functions
+
+// =======================================================
+// Database Initialization
+// =======================================================
 
-pub async fn init_db() -> Result<SqlitePool, sqlx::Error> {
-    let db_path = get_db_path()?;
+/// Initializes the SQLite database connection pool.
+/// It ensures the necessary parent directory exists and runs migrations.
+pub async fn init_db() -> Result<SqlitePool, Box<dyn std::error::Error>> {
+    let db_path = get_db_path_for_fs()?;
     
-    // Create parent directory BEFORE attempting to connect
+    // 1. Extract and create the directory FIRST
     if let Some(parent) = db_path.parent() {
-        std::fs::create_dir_all(parent)
-            .map_err(sqlx::Error::Io)?;
-        println!("✅ Created database directory: {}", parent.display());
+        if !parent.exists() {
+            println!("💾 Database directory does not exist, creating: {}", parent.display());
+            std::fs::create_dir_all(parent)?;
+        }
     }
     
-    // Ensure the path is absolute and properly formatted
-    let absolute_path = if db_path.is_relative() {
-        std::env::current_dir()
-            .map_err(sqlx::Error::Io)?
-            .join(&db_path)
-    } else {
-        db_path.clone()
-    };
-    
-    println!("📦 Database file path: {}", absolute_path.display());
+    // 2. Build the connection options using the original URL
+    let db_url = std::env::var("DATABASE_URL")?;
     
-    // SQLite connection string needs to be properly formatted
-    let db_url = format!("sqlite://{}?mode=rwc", absolute_path.display());
-    println!("📦 Connecting to: {}", db_url);
+    // We connect with the original URL, which sqlx handles, after ensuring the directory exists.
+    let connection_options = SqliteConnectOptions::from_str(&db_url)?
+        .create_if_missing(true);
 
-    let pool = SqlitePoolOptions::new()
-        .max_connections(5)
-        .connect(&db_url)
-        .await?;
+    println!("📦 Connecting to database using URL: {}", db_url);
 
-    println!("✅ Database connected successfully");
-
-    // Run migrations from the migrations directory
-    sqlx::migrate!("./migrations")
-        .run(&pool)
+    // 3. Connect and create pool
+    let pool = SqlitePoolOptions::new()
+        .connect_with(connection_options)
         .await?;
+        
+    // 4. Run migrations
+    run_migrations(&pool).await?;
 
-    println!("✅ Database migrations completed");
-
+    println!("✅ Database connection successful and migrations applied.");
+    
     Ok(pool)
 }
 
-fn get_db_path() -> Result<PathBuf, sqlx::Error> {
-    let db_url = std::env::var("DATABASE_URL")
-        .map_err(|_| sqlx::Error::Configuration("DATABASE_URL must be set".into()))?;
+/// Helper function to retrieve and clean the database file path from the DATABASE_URL 
+/// for **File System (FS) operations** (i.e., directory creation).
+fn get_db_path_for_fs() -> Result<PathBuf, sqlx::Error> {
+    let db_url = std::env::var("DATABASE_URL").map_err(|e| {
+        eprintln!("❌ DATABASE_URL environment variable not set: {}", e);
+        sqlx::Error::Configuration("DATABASE_URL must be set".into())
+    })?;
     
+    // Remove the "sqlite:" prefix
     let db_path_str = db_url.strip_prefix("sqlite:").ok_or_else(|| {
+        eprintln!("❌ DATABASE_URL must start with 'sqlite:' but got: {}", db_url);
         sqlx::Error::Configuration("DATABASE_URL must start with 'sqlite:'".into())
     })?;
     
+    // We return a simple PathBuf, which is what std::fs::create_dir_all expects.
     Ok(PathBuf::from(db_path_str))
 }
 
+/// Runs the database migrations located in the 'migrations' directory.
+async fn run_migrations(pool: &SqlitePool) -> Result<(), Box<dyn std::error::Error>> {
+    let migrator = Migrator::new(std::path::Path::new("./migrations")).await?;
+    migrator.run(pool).await?;
+    Ok(())
+}
+
+
+// =======================================================
+// Save and retrieve evaluations
+// =======================================================
+
 pub async fn save_evaluation(pool: &SqlitePool, response: &ApiResponse) -> Result<(), sqlx::Error> {
     let id = &response.id;
     let status = response.status.to_string();
@@ -76,52 +101,44 @@ pub async fn save_evaluation(pool: &SqlitePool, response: &ApiResponse) -> Resul
         judge_input_tokens,
         judge_output_tokens,
         created_at,
+        judge_prompt_version,
     ) = match &response.result {
-            EvalResult::Success(res) => (
-                Some(res.model.clone()),
-                Some(res.prompt.clone()),
-                Some(res.model_output.clone()),
-                res.expected.clone(),
-                res.judge_result.as_ref().map(|j| j.judge_model.clone()),
-                res.judge_result.as_ref().map(|j| j.verdict.to_string()),
-                res.judge_result.as_ref().map(|j| j.reasoning.clone()),
-                None,
-                // Model Latency & Tokens
-                Some(res.latency_ms as i64),
-                res.judge_latency_ms.map(|l| l as i64),
-                res.token_usage.as_ref().and_then(|u| u.input_tokens.map(|t| t as i64)),
-                res.token_usage.as_ref().and_then(|u| u.output_tokens.map(|t| t as i64)),
-                res.judge_token_usage.as_ref().and_then(|u| u.input_tokens.map(|t| t as i64)),
-                res.judge_token_usage.as_ref().and_then(|u| u.output_tokens.map(|t| t as i64)),
-                Some(res.timestamp.clone()),
-            ),
-            EvalResult::Error(err) => (
-                // All fields are None except error_message
-                // The order here must match the tuple declaration above
-                None, // model
-                None, // prompt
-                None, // model_output
-                None, // expected
-                None, // judge_model
-                None, // judge_verdict
-                None, // judge_reasoning
-                Some(err.message.clone()),
-                None, // latency_ms
-                None, // judge_latency_ms
-                None, // input_tokens
-                None, // output_tokens
-                None, // judge_input_tokens
-                None, // judge_output_tokens
-                None, // created_at
-            ),
-        };
+        EvalResult::Success(res) => (
+            Some(res.model.clone()),
+            Some(res.prompt.clone()),
+            Some(res.model_output.clone()),
+            res.expected.clone(),
+            res.judge_result.as_ref().map(|j| j.judge_model.clone()),
+            res.judge_result.as_ref().map(|j| j.verdict.to_string()),
+            res.judge_result.as_ref().map(|j| j.reasoning.clone()),
+            None,
+            Some(res.latency_ms as i64),
+            res.judge_latency_ms.map(|l| l as i64),
+            res.token_usage.as_ref().and_then(|u| u.input_tokens.map(|t| t as i64)),
+            res.token_usage.as_ref().and_then(|u| u.output_tokens.map(|t| t as i64)),
+            res.judge_token_usage.as_ref().and_then(|u| u.input_tokens.map(|t| t as i64)),
+            res.judge_token_usage.as_ref().and_then(|u| u.output_tokens.map(|t| t as i64)),
+            Some(res.timestamp.clone()),
+            res.judge_prompt_version,
+        ),
+        EvalResult::Error(err) => (
+            None, None, None, None, None, None, None,
+            Some(err.message.clone()),
+            None, None, None, None, None, None, None, None,
+        ),
+    };
 
-    let created_at_str = created_at.unwrap_or_else(|| chrono::Utc::now().to_rfc3339());
+    let created_at_str = created_at.unwrap_or_else(|| Utc::now().to_rfc3339());
 
     sqlx::query(
         r#" 
-        INSERT INTO evaluations (id, status, model, prompt, model_output, expected, judge_model, judge_verdict, judge_reasoning, error_message, latency_ms, judge_latency_ms, input_tokens, output_tokens, judge_input_tokens, judge_output_tokens, created_at)
-        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+        INSERT INTO evaluations (
+            id, status, model, prompt, model_output, expected, 
+            judge_model, judge_verdict, judge_reasoning, error_message, 
+            latency_ms, judge_latency_ms, input_tokens, output_tokens, 
+            judge_input_tokens, judge_output_tokens, created_at, judge_prompt_version
+        )
+        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
         "#
     )
     .bind(id)
@@ -141,16 +158,25 @@ pub async fn save_evaluation(pool: &SqlitePool, response: &ApiResponse) -> Resul
     .bind(judge_input_tokens)
     .bind(judge_output_tokens)
     .bind(&created_at_str)
+    .bind(judge_prompt_version)
     .execute(pool)
     .await?;
 
     Ok(())
 }
 
+// =======================================================
+// Query evaluations
+// =======================================================
+
 pub async fn get_all_evaluations(pool: &SqlitePool) -> Result<Vec<HistoryEntry>, sqlx::Error> {
     let rows = sqlx::query(
         r#"
-        SELECT id, status, model, prompt, model_output, expected, judge_model, judge_verdict, judge_reasoning, error_message, latency_ms, judge_latency_ms, input_tokens, output_tokens, judge_input_tokens, judge_output_tokens, created_at
+        SELECT 
+            id, status, model, prompt, model_output, expected, 
+            judge_model, judge_verdict, judge_reasoning, error_message, 
+            latency_ms, judge_latency_ms, input_tokens, output_tokens, 
+            judge_input_tokens, judge_output_tokens, created_at, judge_prompt_version
         FROM evaluations
         ORDER BY created_at DESC
         "#
@@ -176,9 +202,16 @@ pub async fn get_all_evaluations(pool: &SqlitePool) -> Result<Vec<HistoryEntry>,
         judge_input_tokens: row.get(14),
         judge_output_tokens: row.get(15),
         created_at: row.get(16),
+        judge_prompt_version: row.get(17),
     }).collect())
 }
 
+// =======================================================
+// Structs (Needed for compilation)
+// =======================================================
+
+// NOTE: These structs must be defined here as they are not explicitly imported
+// in the provided code snippet.
 #[derive(serde::Serialize, Clone)]
 pub struct HistoryEntry {
     pub id: String,
@@ -198,10 +231,9 @@ pub struct HistoryEntry {
     pub judge_input_tokens: Option<i64>,
     pub judge_output_tokens: Option<i64>,
     pub created_at: String,
+    pub judge_prompt_version: Option<i64>,
 }
 
-// Add these to src/database.rs after the HistoryEntry struct
-
 #[derive(serde::Serialize, Clone)]
 pub struct JudgePrompt {
     pub version: i64,
@@ -212,7 +244,10 @@ pub struct JudgePrompt {
     pub created_at: String,
 }
 
-/// Get all judge prompt versions
+// =======================================================
+// Judge prompt functions
+// =======================================================
+
 pub async fn get_all_judge_prompts(pool: &SqlitePool) -> Result<Vec<JudgePrompt>, sqlx::Error> {
     let rows = sqlx::query(
         r#"
@@ -234,7 +269,6 @@ pub async fn get_all_judge_prompts(pool: &SqlitePool) -> Result<Vec<JudgePrompt>
     }).collect())
 }
 
-/// Get the currently active judge prompt
 pub async fn get_active_judge_prompt(pool: &SqlitePool) -> Result<JudgePrompt, sqlx::Error> {
     let row = sqlx::query(
         r#"
@@ -257,7 +291,6 @@ pub async fn get_active_judge_prompt(pool: &SqlitePool) -> Result<JudgePrompt, s
     })
 }
 
-/// Get a specific judge prompt by version
 pub async fn get_judge_prompt_by_version(pool: &SqlitePool, version: i64) -> Result<JudgePrompt, sqlx::Error> {
     let row = sqlx::query(
         r#"
@@ -280,7 +313,6 @@ pub async fn get_judge_prompt_by_version(pool: &SqlitePool, version: i64) -> Res
     })
 }
 
-/// Create a new judge prompt version
 pub async fn create_judge_prompt(
     pool: &SqlitePool,
     name: String,
@@ -288,19 +320,16 @@ pub async fn create_judge_prompt(
     description: Option<String>,
     set_active: bool,
 ) -> Result<JudgePrompt, sqlx::Error> {
-    let created_at = chrono::Utc::now().to_rfc3339();
+    let created_at = Utc::now().to_rfc3339();
     
-    // Start a transaction
     let mut tx = pool.begin().await?;
     
-    // If set_active is true, deactivate all other prompts
     if set_active {
         sqlx::query("UPDATE judge_prompts SET is_active = FALSE")
             .execute(&mut *tx)
             .await?;
     }
     
-    // Insert the new prompt
     let result = sqlx::query(
         r#"
         INSERT INTO judge_prompts (name, template, description, is_active, created_at)
@@ -316,7 +345,6 @@ pub async fn create_judge_prompt(
     .fetch_one(&mut *tx)
     .await?;
     
-    // Commit the transaction
     tx.commit().await?;
     
     Ok(JudgePrompt {
@@ -329,22 +357,21 @@ pub async fn create_judge_prompt(
     })
 }
 
-/// Set a judge prompt version as active
 pub async fn set_active_judge_prompt(pool: &SqlitePool, version: i64) -> Result<(), sqlx::Error> {
     let mut tx = pool.begin().await?;
     
-    // Verify the version exists
+    // Check if the version exists
     sqlx::query("SELECT version FROM judge_prompts WHERE version = ?")
         .bind(version)
         .fetch_one(&mut *tx)
         .await?;
     
-    // Deactivate all prompts
+    // Deactivate all others
     sqlx::query("UPDATE judge_prompts SET is_active = FALSE")
         .execute(&mut *tx)
         .await?;
     
-    // Activate the specified version
+    // Activate the specified one
     sqlx::query("UPDATE judge_prompts SET is_active = TRUE WHERE version = ?")
         .bind(version)
         .execute(&mut *tx)
@@ -353,4 +380,4 @@ pub async fn set_active_judge_prompt(pool: &SqlitePool, version: i64) -> Result<
     tx.commit().await?;
     
     Ok(())
-}
+}
\ No newline at end of file
diff --git a/src/main.rs b/src/main.rs
index 8a785b1..90c3fdf 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -56,7 +56,7 @@ async fn main() -> std::io::Result<()> {
     println!("🔌 WebSocket endpoint at ws://127.0.0.1:8080/api/v1/ws");
 
     HttpServer::new(move || {
-        let cors = Cors::permissive();
+        let cors = Cors::permissive(); // for local deployment
         
         App::new()
             .app_data(web::Data::new(state.clone()))
diff --git a/src/runner.rs b/src/runner.rs
index b787b56..d03a677 100644
--- a/src/runner.rs
+++ b/src/runner.rs
@@ -7,13 +7,14 @@ use serde::{Deserialize, Serialize};
 use serde_json::Value as JsonValue;
 use std::time::Instant;
 use regex::Regex;
+use sqlx::SqlitePool;
 
 #[derive(Debug, Serialize, Deserialize, Clone)]
 pub struct EvalResult {
     pub model: String,
     pub prompt: String,
-    pub model_output: String,                    // Raw output for debugging
-    pub parsed_output: Option<JsonValue>,        // Structured output if parseable
+    pub model_output: String,
+    pub parsed_output: Option<JsonValue>,
     pub expected: Option<String>,
     pub judge_result: Option<JudgeResult>,
     pub timestamp: String,
@@ -22,6 +23,7 @@ pub struct EvalResult {
     pub token_usage: Option<TokenUsage>,
     pub judge_token_usage: Option<TokenUsage>,
     pub total_latency_ms: u64,
+    pub judge_prompt_version: Option<i64>,  // NEW: Track which judge prompt was used
 }
 
 #[derive(Debug, Serialize, Deserialize, Clone)]
@@ -78,23 +80,18 @@ fn parse_judge_response(response: &str) -> JudgeResult {
     }
 }
 
-/// Enhanced judge prompt with better structure
-fn create_judge_prompt(expected: &str, actual: &str, criteria: Option<&str>) -> String {
-    let base_criteria = criteria.unwrap_or(
-        "The outputs should convey the same core meaning, even if phrased differently."
-    );
-
-    format!(
-        r#"You are an expert evaluator comparing two text outputs.
+/// Default judge prompt template (fallback if database is unavailable)
+fn get_default_judge_prompt_template() -> String {
+    r#"You are an expert evaluator comparing two text outputs.
 
 EVALUATION CRITERIA:
-{}
+{{criteria}}
 
 EXPECTED OUTPUT:
-{}
+{{expected}}
 
 ACTUAL OUTPUT:
-{}
+{{actual}}
 
 INSTRUCTIONS:
 1. Carefully compare both outputs
@@ -102,44 +99,70 @@ INSTRUCTIONS:
 3. Provide your verdict as the first line: "Verdict: PASS" or "Verdict: FAIL"
 4. Then explain your reasoning in 2-3 sentences
 
-Your evaluation:"#,
-        base_criteria,
-        expected,
-        actual
-    )
+Your evaluation:"#.to_string()
+}
+
+/// Render judge prompt template with actual values
+fn render_judge_prompt(template: &str, expected: &str, actual: &str, criteria: Option<&str>) -> String {
+    let base_criteria = criteria.unwrap_or(
+        "The outputs should convey the same core meaning, even if phrased differently."
+    );
+    
+    template
+        .replace("{{criteria}}", base_criteria)
+        .replace("{{expected}}", expected)
+        .replace("{{actual}}", actual)
+}
+
+/// Load judge prompt from database or use default
+async fn get_judge_prompt_template(db_pool: Option<&SqlitePool>) -> (String, Option<i64>) {
+    if let Some(pool) = db_pool {
+        match crate::database::get_active_judge_prompt(pool).await {
+            Ok(prompt) => {
+                println!("📋 Using judge prompt v{}: {}", prompt.version, prompt.name);
+                return (prompt.template, Some(prompt.version));
+            }
+            Err(e) => {
+                log::warn!("Could not load judge prompt from database: {}. Using default.", e);
+            }
+        }
+    }
+    
+    println!("📋 Using default judge prompt template");
+    (get_default_judge_prompt_template(), None)
+}
+
+/// Enhanced judge prompt with better structure (DEPRECATED - kept for compatibility)
+#[deprecated(note = "Use get_judge_prompt_template and render_judge_prompt instead")]
+fn create_judge_prompt(expected: &str, actual: &str, criteria: Option<&str>) -> String {
+    let template = get_default_judge_prompt_template();
+    render_judge_prompt(&template, expected, actual, criteria)
 }
 
 /// Attempt to parse model output into structured JSON
-/// This tries multiple strategies in order of specificity
 pub fn parse_model_output(raw_output: &str) -> Option<JsonValue> {
-    // Strategy 1: Try parsing the entire output as JSON
     if let Ok(json) = serde_json::from_str::<JsonValue>(raw_output) {
         return Some(json);
     }
 
-    // Strategy 2: Look for JSON code blocks (```json ... ```)
     if let Some(json) = extract_json_code_block(raw_output) {
         if let Ok(parsed) = serde_json::from_str::<JsonValue>(&json) {
             return Some(parsed);
         }
     }
 
-    // Strategy 3: Extract numbers (for math/calculation tasks)
     if let Some(number) = extract_number(raw_output) {
         return Some(serde_json::json!({ "answer": number }));
     }
 
-    // Strategy 4: Extract yes/no boolean
     if let Some(boolean) = extract_boolean(raw_output) {
         return Some(serde_json::json!({ "answer": boolean }));
     }
 
-    // Strategy 5: Extract multiple choice answer (A, B, C, D)
     if let Some(choice) = extract_multiple_choice(raw_output) {
         return Some(serde_json::json!({ "answer": choice }));
     }
 
-    // Strategy 6: Try to extract key-value pairs from natural language
     if let Some(structured) = extract_key_value_pairs(raw_output) {
         return Some(structured);
     }
@@ -147,7 +170,6 @@ pub fn parse_model_output(raw_output: &str) -> Option<JsonValue> {
     None
 }
 
-/// Extract JSON from code blocks
 fn extract_json_code_block(text: &str) -> Option<String> {
     let re = Regex::new(r"```(?:json)?\s*\n([\s\S]*?)\n```").ok()?;
     re.captures(text)
@@ -155,13 +177,11 @@ fn extract_json_code_block(text: &str) -> Option<String> {
         .map(|m| m.as_str().to_string())
 }
 
-/// Extract numeric answer from text
 fn extract_number(text: &str) -> Option<f64> {
-    // Look for patterns like "The answer is 42" or "Result: 3.14"
     let patterns = [
         r"(?:answer|result|solution)(?:\s+is)?[:\s]+(-?\d+\.?\d*)",
-        r"^(-?\d+\.?\d*)$",  // Just a number
-        r"\b(-?\d+\.?\d*)\b(?:\s*$)", // Number at end
+        r"^(-?\d+\.?\d*)$",
+        r"\b(-?\d+\.?\d*)\b(?:\s*$)",
     ];
 
     for pattern in &patterns {
@@ -178,7 +198,6 @@ fn extract_number(text: &str) -> Option<f64> {
     None
 }
 
-/// Extract boolean answer from text
 fn extract_boolean(text: &str) -> Option<bool> {
     let text_lower = text.to_lowercase().trim().to_string();
     
@@ -193,7 +212,6 @@ fn extract_boolean(text: &str) -> Option<bool> {
     None
 }
 
-/// Extract multiple choice answer (A, B, C, D, etc.)
 fn extract_multiple_choice(text: &str) -> Option<String> {
     let re = Regex::new(r"(?:answer|choice)(?:\s+is)?[:\s]+([A-Za-z])").ok()?;
     re.captures(text)
@@ -201,11 +219,8 @@ fn extract_multiple_choice(text: &str) -> Option<String> {
         .map(|m| m.as_str().to_uppercase())
 }
 
-/// Extract key-value pairs from structured text
 fn extract_key_value_pairs(text: &str) -> Option<JsonValue> {
     let mut map = serde_json::Map::new();
-    
-    // Look for patterns like "Name: John" or "Age: 25"
     let re = Regex::new(r"(?m)^([A-Za-z\s]+):\s*(.+)$").ok()?;
     
     for caps in re.captures_iter(text) {
@@ -213,7 +228,6 @@ fn extract_key_value_pairs(text: &str) -> Option<JsonValue> {
             let key_str = key.as_str().trim().to_lowercase().replace(' ', "_");
             let value_str = value.as_str().trim();
             
-            // Try to parse value as number or boolean
             if let Ok(num) = value_str.parse::<f64>() {
                 map.insert(key_str, JsonValue::Number(serde_json::Number::from_f64(num)?));
             } else if let Some(bool_val) = extract_boolean(value_str) {
@@ -231,8 +245,6 @@ fn extract_key_value_pairs(text: &str) -> Option<JsonValue> {
     }
 }
 
-/// Parses a model string like "provider:model_name" and returns the provider and model.
-/// Defaults to "gemini" if no provider is specified.
 fn parse_model_string(model_str: &str) -> (String, String) {
     match model_str.split_once(':') {
         Some((provider, model)) => (provider.to_string(), model.to_string()),
@@ -240,7 +252,6 @@ fn parse_model_string(model_str: &str) -> (String, String) {
     }
 }
 
-/// Call the appropriate provider based on the provider name
 async fn call_provider(
     config: &AppConfig,
     client: &reqwest::Client,
@@ -282,6 +293,16 @@ pub async fn run_eval(
     config: &AppConfig,
     eval: &EvalConfig,
     client: &reqwest::Client,
+) -> Result<EvalResult> {
+    run_eval_with_pool(config, eval, client, None).await
+}
+
+/// Run eval with optional database pool for judge prompt loading
+pub async fn run_eval_with_pool(
+    config: &AppConfig,
+    eval: &EvalConfig,
+    client: &reqwest::Client,
+    db_pool: Option<&SqlitePool>,
 ) -> Result<EvalResult> {
     let rendered_eval = eval.render()?;
     let eval_start = Instant::now();
@@ -291,7 +312,6 @@ pub async fn run_eval(
     println!("🎯 Starting evaluation for model: {}", rendered_eval.model);
     println!("{}\n", separator);
 
-    // Step 1: Call the target model
     let (provider_name, model_name) = parse_model_string(&rendered_eval.model);
     
     println!("📝 Prompt: {}", rendered_eval.prompt);
@@ -318,7 +338,6 @@ pub async fn run_eval(
 
     println!("\n✅ Model Output ({}ms):\n{}\n", latency_ms, &model_output_str);
     
-    // Parse the output into structured format
     let parsed_output = parse_model_output(&model_output_str);
     if let Some(ref parsed) = parsed_output {
         println!("📊 Parsed Output: {}", serde_json::to_string_pretty(parsed).unwrap_or_else(|_| "Unable to display".to_string()));
@@ -326,15 +345,23 @@ pub async fn run_eval(
         println!("⚠️  Could not parse output into structured format");
     }
 
-    // Step 2: Run judge evaluation if expected output provided
+    // Step 2: Run judge evaluation with dynamic prompt loading
     let mut judge_latency_ms = None;
     let mut judge_token_usage = None;
+    let mut judge_prompt_version = None;
+    
     let judge_result = if let (Some(expected), Some(judge_model)) =
         (&rendered_eval.expected, &rendered_eval.judge_model) {
         
         println!("⚖️  Running judge evaluation with model: {}", judge_model);
         
-        let judge_prompt = create_judge_prompt(
+        // 🆕 Load judge prompt from database
+        let (judge_prompt_template, version) = get_judge_prompt_template(db_pool).await;
+        judge_prompt_version = version;
+        
+        // Render the template with actual values
+        let judge_prompt = render_judge_prompt(
+            &judge_prompt_template,
             expected,
             &model_output_str,
             rendered_eval.criteria.as_deref()
@@ -402,6 +429,7 @@ pub async fn run_eval(
         },
         judge_token_usage,
         total_latency_ms,
+        judge_prompt_version,  // 🆕 Store which version was used
     })
 }
 
@@ -410,13 +438,23 @@ pub async fn run_batch_evals(
     config: &AppConfig,
     evals: Vec<EvalConfig>,
     client: &reqwest::Client,
+) -> Vec<Result<EvalResult>> {
+    run_batch_evals_with_pool(config, evals, client, None).await
+}
+
+/// Run batch evals with optional database pool
+pub async fn run_batch_evals_with_pool(
+    config: &AppConfig,
+    evals: Vec<EvalConfig>,
+    client: &reqwest::Client,
+    db_pool: Option<&SqlitePool>,
 ) -> Vec<Result<EvalResult>> {
     let batch_start = Instant::now();
     let total_evals = evals.len();
 
     let futures: Vec<_> = evals
         .iter()
-        .map(|eval| run_eval(config, eval, client))
+        .map(|eval| run_eval_with_pool(config, eval, client, db_pool))
         .collect();
 
     let results = future::join_all(futures).await;
@@ -425,96 +463,4 @@ pub async fn run_batch_evals(
     println!("\n📊 Batch of {} completed concurrently in {}ms", total_evals, batch_total_ms);
 
     results
-}
-
-// #[cfg(test)]
-// mod tests {
-//     use super::*;
-
-//     #[test]
-//     fn test_parse_model_string_with_provider() {
-//         let (provider, model) = parse_model_string("anthropic:claude-sonnet-4");
-//         assert_eq!(provider, "anthropic");
-//         assert_eq!(model, "claude-sonnet-4");
-//     }
-
-//     #[test]
-//     fn test_parse_model_string_default_provider() {
-//         let (provider, model) = parse_model_string("gemini-1.5-flash");
-//         assert_eq!(provider, "gemini");
-//         assert_eq!(model, "gemini-1.5-flash");
-//     }
-
-//     #[test]
-//     fn test_judge_verdict_display() {
-//         assert_eq!(JudgeVerdict::Pass.to_string(), "Pass");
-//         assert_eq!(JudgeVerdict::Fail.to_string(), "Fail");
-//         assert_eq!(JudgeVerdict::Uncertain.to_string(), "Uncertain");
-//     }
-
-//     #[test]
-//     fn test_parse_json_output() {
-//         let output = r#"{"name": "Alice", "age": 30}"#;
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_some());
-//         assert_eq!(parsed.unwrap()["name"], "Alice");
-//     }
-
-//     #[test]
-//     fn test_parse_json_code_block() {
-//         let output = r#"
-// Here's the result:
-// ```json
-// {"answer": 42}
-// ```
-// "#;
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_some());
-//         assert_eq!(parsed.unwrap()["answer"], 42);
-//     }
-
-//     #[test]
-//     fn test_parse_number() {
-//         let output = "The answer is 42";
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_some());
-//         assert_eq!(parsed.unwrap()["answer"], 42);
-//     }
-
-//     #[test]
-//     fn test_parse_boolean() {
-//         let output = "Yes, that is correct";
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_some());
-//         assert_eq!(parsed.unwrap()["answer"], true);
-//     }
-
-//     #[test]
-//     fn test_parse_multiple_choice() {
-//         let output = "The answer is B";
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_some());
-//         assert_eq!(parsed.unwrap()["answer"], "B");
-//     }
-
-//     #[test]
-//     fn test_parse_key_value_pairs() {
-//         let output = r#"
-// Name: John Doe
-// Age: 25
-// City: New York
-// "#;
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_some());
-//         let obj = parsed.unwrap();
-//         assert_eq!(obj["name"], "John Doe");
-//         assert_eq!(obj["age"], 25);
-//     }
-
-//     #[test]
-//     fn test_unparseable_output() {
-//         let output = "This is just random text without structure";
-//         let parsed = parse_model_output(output);
-//         assert!(parsed.is_none());
-//     }
-// }
+}
\ No newline at end of file
diff --git a/test_judge_prompts.sh b/test_judge_prompts.sh
deleted file mode 100755
index afb85ab..0000000
--- a/test_judge_prompts.sh
+++ /dev/null
@@ -1,83 +0,0 @@
-#!/bin/bash
-# Judge Prompts API Testing with curl
-
-BASE_URL="http://127.0.0.1:8080/api/v1"
-
-echo "=== Judge Prompts API Tests ==="
-echo ""
-
-# 1. Get all judge prompts
-echo "1️⃣  GET all judge prompts:"
-curl -s -X GET "${BASE_URL}/judge-prompts" | jq '.'
-echo -e "\n"
-
-# 2. Get the active judge prompt
-echo "2️⃣  GET active judge prompt:"
-curl -s -X GET "${BASE_URL}/judge-prompts/active" | jq '.'
-echo -e "\n"
-
-# 3. Get a specific judge prompt by version (version 1)
-echo "3️⃣  GET judge prompt version 1:"
-curl -s -X GET "${BASE_URL}/judge-prompts/1" | jq '.'
-echo -e "\n"
-
-# 4. Create a new judge prompt (not active)
-echo "4️⃣  POST create new judge prompt (not active):"
-curl -s -X POST "${BASE_URL}/judge-prompts" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "name": "Strict Evaluation",
-    "template": "You are a strict evaluator.\n\nExpected: {{expected}}\nActual: {{actual}}\n\nAre they identical? Answer with Verdict: PASS or Verdict: FAIL",
-    "description": "A more strict evaluation prompt that requires exact matches",
-    "set_active": false
-  }' | jq '.'
-echo -e "\n"
-
-# 5. Create a new judge prompt (and set as active)
-echo "5️⃣  POST create new judge prompt (set as active):"
-curl -s -X POST "${BASE_URL}/judge-prompts" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "name": "Lenient Evaluation",
-    "template": "You are a lenient evaluator.\n\nCriteria: {{criteria}}\nExpected: {{expected}}\nActual: {{actual}}\n\nDo they convey the same meaning? Verdict: PASS or FAIL\nReasoning:",
-    "description": "A more lenient evaluation that focuses on semantic meaning",
-    "set_active": true
-  }' | jq '.'
-echo -e "\n"
-
-# 6. Verify the active prompt changed
-echo "6️⃣  GET active judge prompt (should be the new one):"
-curl -s -X GET "${BASE_URL}/judge-prompts/active" | jq '.'
-echo -e "\n"
-
-# 7. Set a different prompt as active (version 2)
-echo "7️⃣  PUT set prompt version 2 as active:"
-curl -s -X PUT "${BASE_URL}/judge-prompts/active" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "version": 2
-  }' | jq '.'
-echo -e "\n"
-
-# 8. Get all prompts again to see the active status changed
-echo "8️⃣  GET all judge prompts (check is_active field):"
-curl -s -X GET "${BASE_URL}/judge-prompts" | jq '.'
-echo -e "\n"
-
-# 9. Try to get a non-existent version (should return 404)
-echo "9️⃣  GET non-existent version 999 (should fail):"
-curl -s -X GET "${BASE_URL}/judge-prompts/999" | jq '.'
-echo -e "\n"
-
-# 10. Create a minimal prompt (no description, not active)
-echo "🔟 POST create minimal judge prompt:"
-curl -s -X POST "${BASE_URL}/judge-prompts" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "name": "Minimal Prompt",
-    "template": "Compare:\nExpected: {{expected}}\nActual: {{actual}}\nVerdict:",
-    "set_active": false
-  }' | jq '.'
-echo -e "\n"
-
-echo "✅ All tests complete!"