diff --git a/frontend/agents/gpt-4_python_compute/generate/computations.py b/frontend/agents/gpt-4_python_compute/generate/computations.py
index 5378303d..196b268a 100644
--- a/frontend/agents/gpt-4_python_compute/generate/computations.py
+++ b/frontend/agents/gpt-4_python_compute/generate/computations.py
@@ -2,33 +2,21 @@
 import re
 import sys
 import traceback
+from openai import OpenAI
+import openai
 
-from langchain.prompts import ChatPromptTemplate
-from langchain_openai import ChatOpenAI
-
-# Define system context
-openaiSystemContent = """You are an assistant that generates python code and returns it in a way that must follow the template below. 
-You absolutely need to give a python code section without abbreviation that follows the template. Do not put code lines at the root, but give only the functions and imports.
-
-By default, when requested to do change or add to the code, modify the latest code section. But when the user ask to do it on another section, do so.
-
-In the template, the function compute contains the code and the function test contains a series of call to compute that runs and prints multiple tests. 
-
-Don't insert a __main__ section.
-
-Template:
-import ...
-
-def compute(in1, in2, in3,...):
-    '''A textual description of the compute function.'''
-
-    #some code
-    return {{'out1': out1, 'out2': out2, ...}}
-
-def test():
-    # Call compute multiple times based on a series of inputs. The outputs are then compare with the expected outputs. Print the results and indicate if the tests passed.
-"""
+def get_fallback_model(original_model):
+    """
+    Returns an appropriate fallback model when the requested model is not available.
+    Add more fallback cases as needed.
+    """
+    fallback_models = {
+        'chatgpt-4o-latest': 'gpt-3.5-turbo',  # Primary fallback
+        'gpt-4': 'gpt-3.5-turbo',
+        'gpt-4-turbo': 'gpt-3.5-turbo',
+    }
 
+    return fallback_models.get(original_model, 'gpt-3.5-turbo')  # Default fallback
 
 def extract_python_code(response):
     """
@@ -58,62 +46,161 @@ def extract_python_code(response):
     # Combine and return all processed code blocks
     return "\n\n".join(processed_code_blocks)
 
+def make_api_call(client, model_version, messages, original_model=None):
+    """
+    Makes the API call with fallback handling
+    """
+    try:
+        response = client.chat.completions.create(
+            model=model_version,
+            messages=messages,
+            temperature=0.7
+        )
+
+        # Check if response is valid
+        if not response or not response.choices or len(response.choices) == 0:
+            raise Exception("Empty response received from OpenAI API")
+
+        return response, model_version
+
+    except openai.NotFoundError as e:
+        # Model not found, attempt fallback
+        if original_model is None:
+            fallback_model = get_fallback_model(model_version)
+            return make_api_call(client, fallback_model, messages, original_model=model_version)
+        raise
+    except openai.APIError:
+        raise
 
 def compute(user_prompt, model_version, conversation_history, apiKey):
-    # Use only the last entry from the history
-    if conversation_history:
-        conversation_history = [conversation_history[-1]]
+    # Initialize the OpenAI client
+    client = OpenAI(api_key=apiKey)
+
+    # System message content
+    system_content = """You are an assistant that generates python code and returns it in a way that must follow the template below.
+    You absolutely need to give a python code section without abbreviation that follows the template. Do not put code lines at the root, but give only the functions and imports.
+
+    By default, when requested to do change or add to the code, modify the latest code section. But when the user ask to do it on another section, do so.
 
-    # Escape special characters or handle raw strings in conversation history
-    escaped_history = []
-    for entry in conversation_history:
-        # Example of escaping curly braces
-        prompt = entry['prompt'].replace("{", "{{").replace("}", "}}")
-        response = entry['response'].replace("{", "{{").replace("}", "}}")
-        escaped_history.append(("user", prompt))
-        escaped_history.append(("assistant", response))
+    In the template, the function compute contains the code and the function test contains a series of call to compute that runs and prints multiple tests.
 
-    # Use the escaped history for constructing messages
-    messages = [("system", openaiSystemContent)] + escaped_history
-    messages.append(("user", "{text}"))
+    Don't insert a __main__ section.
 
-    # Create a ChatPromptTemplate from the messages
-    chat_prompt = ChatPromptTemplate.from_messages(messages)
+    Template:
+    import ...
 
-    # Initialize the ChatOpenAI model
-    chat_model = ChatOpenAI(openai_api_key=apiKey, model=model_version)
-    chain = chat_prompt | chat_model
+    def compute(in1, in2, in3,...):
+        '''A textual description of the compute function.'''
 
-    # Query
-    response = chain.invoke({"text": user_prompt})
+        #some code
+        return {'out1': out1, 'out2': out2, ...}
 
-    # Keep only the python code
-    code = extract_python_code(response.content)
+    def test():
+        # Call compute multiple times based on a series of inputs. The outputs are then compare with the expected outputs. Print the results and indicate if the tests passed.
+    """
+
+    # Prepare messages array
+    messages = [{"role": "system", "content": system_content}]
 
-    return {'response': code, 'model': model_version}
+    # Add conversation history if it exists (only the last entry)
+    if conversation_history:
+        last_entry = conversation_history[-1]
+        messages.append({"role": "user", "content": last_entry['prompt']})
+        messages.append({"role": "assistant", "content": last_entry['response']})
 
+    # Add the current user prompt
+    messages.append({"role": "user", "content": user_prompt})
 
+    try:
+        # Make the API call with fallback handling
+        response, used_model = make_api_call(client, model_version, messages)
+
+        # Extract the response content
+        response_content = response.choices[0].message.content
+
+        # Keep only the python code
+        code = extract_python_code(response_content)
+
+        # Verify that code is not empty
+        if not code or code.isspace():
+            raise Exception("No valid Python code was generated")
+
+        return {'response': code, 'model': used_model}
+
+    except openai.APIConnectionError as e:
+        raise Exception(f"The server could not be reached: {str(e.__cause__)}")
+    except openai.RateLimitError as e:
+        raise Exception("Rate limit exceeded. Please try again later.")
+    except openai.AuthenticationError as e:
+        raise Exception("Invalid API key provided.")
+    except openai.BadRequestError as e:
+        raise Exception(f"Bad request: {str(e)}")
+    except openai.PermissionDeniedError as e:
+        raise Exception(f"Permission denied: {str(e)}")
+    except openai.NotFoundError as e:
+        raise Exception(f"Resource not found: {str(e)}")
+    except openai.UnprocessableEntityError as e:
+        raise Exception(f"Unprocessable entity: {str(e)}")
+    except openai.InternalServerError as e:
+        raise Exception("OpenAI server error. Please try again later.")
+    except Exception as e:
+        raise Exception(f"Unexpected error: {str(e)}")
 
 if __name__ == "__main__":
     try:
         # Read JSON string from stdin
         input_json = sys.stdin.read()
-        
+
         # Parse the JSON input
         data = json.loads(input_json)
 
         # Extract the arguments from the parsed JSON
         user_prompt = data['userMessage']
-        # model_version = data.get('selectedModel', 'gpt-4')
         conversation_history = data.get('conversationHistory', [])
         apiKey = data["apiKey"]
 
+        # Validate API key
+        if not apiKey or not isinstance(apiKey, str) or len(apiKey.strip()) == 0:
+            raise Exception("Invalid or missing API key")
+
+        # Validate user prompt
+        if not user_prompt or not isinstance(user_prompt, str) or len(user_prompt.strip()) == 0:
+            raise Exception("Invalid or empty user prompt")
+
         # Call the compute function and get the result
-        result = compute(user_prompt, 'gpt-4o', conversation_history, apiKey)
+        result = compute(user_prompt, 'chatgpt-4o-latest', conversation_history, apiKey)
 
         # Print the result as a JSON string
         print(json.dumps(result))
     except Exception as e:
         # Capture and print the full stack trace
         error_traceback = traceback.format_exc()
-        print(json.dumps({"error": str(e), "traceback": error_traceback}))
+
+        # Determine the appropriate status code
+        status_code = 500  # Default to internal server error
+        if isinstance(e, openai.RateLimitError):
+            status_code = 429
+        elif isinstance(e, openai.AuthenticationError):
+            status_code = 401
+        elif isinstance(e, openai.PermissionDeniedError):
+            status_code = 403
+        elif isinstance(e, openai.NotFoundError):
+            status_code = 404
+        elif isinstance(e, openai.BadRequestError):
+            status_code = 400
+        elif isinstance(e, openai.UnprocessableEntityError):
+            status_code = 422
+        elif "Invalid or missing API key" in str(e):
+            status_code = 401
+        elif "Invalid or empty user prompt" in str(e):
+            status_code = 400
+
+        error_response = {
+            "error": {
+                "message": str(e),
+                "status_code": status_code,
+                "traceback": error_traceback,
+                "type": e.__class__.__name__
+            }
+        }
+        print(json.dumps(error_response))
diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js
index ca7a99b6..56df73e6 100644
--- a/frontend/eslint.config.js
+++ b/frontend/eslint.config.js
@@ -20,6 +20,7 @@ export default [
     ],
     rules: {
       "no-control-regex": 0,
+      "@typescript-eslint/no-explicit-any": ["off"],
     },
   },
   {
diff --git a/frontend/server/blockSerialization.js b/frontend/server/blockSerialization.js
deleted file mode 100644
index 2d508830..00000000
--- a/frontend/server/blockSerialization.js
+++ /dev/null
@@ -1,201 +0,0 @@
-import { spawnAsync } from "./spawnAsync";
-import { app } from "electron";
-import fs from "fs/promises";
-import path from "path";
-import {
-  BLOCK_SPECS_FILE_NAME,
-  SUPPORTED_FILE_EXTENSIONS,
-  SUPPORTED_FILE_NAMES,
-  CHAT_HISTORY_FILE_NAME,
-} from "../src/utils/constants";
-import { fileExists, getDirectoryTree } from "./fileSystem";
-import { logger } from "./logger";
-import { HttpStatus, ServerError } from "./serverError";
-
-const READ_ONLY_FILES = [BLOCK_SPECS_FILE_NAME, CHAT_HISTORY_FILE_NAME];
-
-export async function compileComputation(pipelinePath, blockId) {
-  const blockPath = path.join(pipelinePath, blockId);
-  const sourcePath = path.join(pipelinePath, blockId, "computations.py");
-  const source = await fs.readFile(sourcePath, { encoding: "utf8" });
-
-  const scriptPath = app.isPackaged
-    ? path.join(process.resourcesPath, "resources", "compileComputation.py")
-    : path.join("resources", "compileComputation.py");
-  if (!(await fileExists(scriptPath))) {
-    throw new ServerError(
-      `Could not find script for compilation: ${scriptPath}`,
-      HttpStatus.INTERNAL_SERVER_ERROR,
-    );
-  }
-
-  try {
-    const stdout = await spawnAsync("python", [scriptPath], {
-      input: source,
-      encoding: "utf8",
-    });
-    const io = JSON.parse(stdout);
-    return io;
-  } catch (error) {
-    const message = `Compilation failed for block \nblock path: ${blockPath} \nscript path: ${scriptPath}`;
-    logger.error(error, message);
-    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
-  }
-}
-
-export async function saveBlockSpecs(pipelinePath, blockId, specs) {
-  const specsPath = path.join(pipelinePath, blockId, BLOCK_SPECS_FILE_NAME);
-
-  removeConnections(specs.inputs);
-  removeConnections(specs.outputs);
-
-  specs.views.node.pos_x = 0;
-  specs.views.node.pos_y = 0;
-
-  await fs.writeFile(specsPath, JSON.stringify(specs, null, 2));
-}
-
-function removeConnections(io) {
-  for (const key in io) {
-    io[key].connections = [];
-  }
-
-  return io;
-}
-
-export async function runTest(pipelinePath, blockId) {
-  const blockPath = path.join(pipelinePath, blockId);
-  const scriptPath = app.isPackaged
-    ? path.join(process.resourcesPath, "resources", "run_test.py")
-    : path.join("resources", "run_test.py");
-  if (!(await fileExists(scriptPath))) {
-    throw new ServerError(
-      `Could not find script for running tests: ${scriptPath}`,
-      HttpStatus.INTERNAL_SERVER_ERROR,
-    );
-  }
-
-  try {
-    await spawnAsync("python", [scriptPath, blockPath, blockId]);
-  } catch (error) {
-    const message = `Failed to run tests for block \nblock path: ${blockPath} \nscript path: ${scriptPath}`;
-    logger.error(error, message);
-    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
-  }
-}
-
-export async function getBlockDirectory(pipelinePath, blockId) {
-  const blockDirectory = path.join(pipelinePath, blockId);
-
-  const tree = await getDirectoryTree(blockDirectory, filePermissionVisitor);
-  return tree;
-}
-
-function filePermissionVisitor(name, absolutePath, relativePath, isDirectory) {
-  if (isDirectory) {
-    return {
-      read: true,
-      write: true,
-    };
-  } else {
-    return getFilePermissions(name);
-  }
-}
-
-export async function getBlockFile(pipelinePath, blockId, relativeFilePath) {
-  const absoluteFilePath = path.join(pipelinePath, blockId, relativeFilePath);
-  const fileName = path.basename(absoluteFilePath);
-  const { read } = getFilePermissions(fileName);
-
-  if (!read) {
-    const message = `Reading file: ${absoluteFilePath}, is not permitted`;
-    logger.error(message);
-    throw new ServerError(message, HttpStatus.BAD_REQUEST);
-  }
-
-  return await fs.readFile(absoluteFilePath, { encoding: "utf8" });
-}
-
-export async function updateBlockFile(
-  pipelinePath,
-  blockId,
-  relativeFilePath,
-  content,
-) {
-  const absoluteFilePath = path.join(pipelinePath, blockId, relativeFilePath);
-  const fileName = path.basename(absoluteFilePath);
-  const { write } = getFilePermissions(fileName);
-
-  if (!write) {
-    const message = `Writing file: ${absoluteFilePath}, is not permitted`;
-    logger.error(message);
-    throw new ServerError(message, HttpStatus.BAD_REQUEST);
-  }
-
-  await fs.writeFile(absoluteFilePath, content);
-}
-
-function getFilePermissions(name) {
-  const readOnly = READ_ONLY_FILES.includes(name);
-  const supported = isFileSupported(name);
-
-  const read = supported;
-  const write = supported && !readOnly;
-
-  return { read, write };
-}
-
-function isFileSupported(filePath) {
-  const extension = path.extname(filePath).toLowerCase();
-  const basename = path.basename(filePath);
-
-  return (
-    SUPPORTED_FILE_EXTENSIONS.includes(extension) ||
-    SUPPORTED_FILE_NAMES.includes(basename)
-  );
-}
-
-export async function callAgent(
-  userMessage,
-  agentName,
-  conversationHistory,
-  apiKey,
-) {
-  let agents = "agents";
-  if (app.isPackaged) {
-    agents = path.join(process.resourcesPath, "agents");
-  }
-  const scriptPath = path.join(
-    agents,
-    agentName,
-    "generate",
-    "computations.py",
-  );
-
-  try {
-    const stdout = await spawnAsync("python", [scriptPath], {
-      input: JSON.stringify({
-        apiKey,
-        userMessage,
-        conversationHistory,
-      }),
-      encoding: "utf8",
-    });
-    const response = JSON.parse(stdout).response;
-    return response;
-  } catch (error) {
-    const message = `Unable to call agent ${agentName} with message ${userMessage}`;
-    logger.error(error, message);
-    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
-  }
-}
-
-export async function getLogs(pipelinePath, blockId) {
-  const logsPath = path.join(pipelinePath, blockId, "logs.txt");
-
-  if (!(await fileExists(logsPath))) {
-    return "Logs not yet available";
-  }
-
-  return await fs.readFile(logsPath, "utf8");
-}
diff --git a/frontend/server/blockSerialization.ts b/frontend/server/blockSerialization.ts
new file mode 100644
index 00000000..c3759ec2
--- /dev/null
+++ b/frontend/server/blockSerialization.ts
@@ -0,0 +1,309 @@
+import { spawnAsync } from "./spawnAsync";
+import { app } from "electron";
+import fs from "fs/promises";
+import path from "path";
+import {
+  BLOCK_SPECS_FILE_NAME,
+  SUPPORTED_FILE_EXTENSIONS,
+  SUPPORTED_FILE_NAMES,
+  CHAT_HISTORY_FILE_NAME,
+} from "../src/utils/constants";
+import { fileExists, getDirectoryTree } from "./fileSystem";
+import { logger } from "./logger";
+import { HttpStatus, ServerError } from "./serverError";
+
+const READ_ONLY_FILES: string[] = [
+  BLOCK_SPECS_FILE_NAME,
+  CHAT_HISTORY_FILE_NAME,
+];
+
+export async function compileComputation(
+  pipelinePath: string,
+  blockId: string,
+): Promise<any> {
+  const blockPath = path.join(pipelinePath, blockId);
+  const sourcePath = path.join(pipelinePath, blockId, "computations.py");
+  let source: string;
+  try {
+    source = await fs.readFile(sourcePath, { encoding: "utf8" });
+  } catch (error: any) {
+    const message = `Failed to read computation file: ${sourcePath}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+
+  const scriptPath = app.isPackaged
+    ? path.join(process.resourcesPath, "resources", "compileComputation.py")
+    : path.join("resources", "compileComputation.py");
+  if (!(await fileExists(scriptPath))) {
+    throw new ServerError(
+      `Could not find script for compilation: ${scriptPath}`,
+      HttpStatus.INTERNAL_SERVER_ERROR,
+      null,
+    );
+  }
+
+  let stdout = "";
+
+  try {
+    stdout = await spawnAsync("python", [scriptPath], {
+      input: source,
+      encoding: "utf8",
+    });
+    const io = JSON.parse(stdout);
+    return io;
+  } catch (error: any) {
+    const message = `Compilation failed for block \nblock path: ${blockPath} \nscript path: ${scriptPath}\n${stdout}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+interface BlockSpecs {
+  inputs: Record<string, { connections: any[] }>;
+  outputs: Record<string, { connections: any[] }>;
+  views: {
+    node: {
+      pos_x: number;
+      pos_y: number;
+    };
+  };
+}
+
+export async function saveBlockSpecs(
+  pipelinePath: string,
+  blockId: string,
+  specs: BlockSpecs,
+): Promise<void> {
+  const specsPath = path.join(pipelinePath, blockId, BLOCK_SPECS_FILE_NAME);
+
+  removeConnections(specs.inputs);
+  removeConnections(specs.outputs);
+
+  specs.views.node.pos_x = 0;
+  specs.views.node.pos_y = 0;
+
+  try {
+    await fs.writeFile(specsPath, JSON.stringify(specs, null, 2));
+  } catch (error: any) {
+    const message = `Failed to save block specifications to: ${specsPath}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+export function removeConnections(
+  io: Record<string, { connections: any[] }>,
+): Record<string, { connections: any[] }> {
+  for (const key in io) {
+    if (Object.prototype.hasOwnProperty.call(io, key)) {
+      io[key].connections = [];
+    }
+  }
+  return io;
+}
+
+export async function runTest(
+  pipelinePath: string,
+  blockId: string,
+): Promise<void> {
+  const blockPath = path.join(pipelinePath, blockId);
+  const scriptPath = app.isPackaged
+    ? path.join(process.resourcesPath, "resources", "run_test.py")
+    : path.join("resources", "run_test.py");
+  if (!(await fileExists(scriptPath))) {
+    logger.error("Test script not found");
+    throw new ServerError(
+      `Could not find script for running tests: ${scriptPath}`,
+      HttpStatus.INTERNAL_SERVER_ERROR,
+      null,
+    );
+  }
+
+  try {
+    await spawnAsync("python", [scriptPath, blockPath, blockId]);
+  } catch (error: any) {
+    const message = `Failed to run tests for block \nblock path: ${blockPath} \nscript path: ${scriptPath}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+export async function getBlockDirectory(pipelinePath: string, blockId: string) {
+  const blockDirectory = path.join(pipelinePath, blockId);
+
+  try {
+    const tree = await getDirectoryTree(blockDirectory, filePermissionVisitor);
+    return tree;
+  } catch (error: any) {
+    const message = `Failed to get directory tree for: ${blockDirectory}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+export function filePermissionVisitor(
+  name: string,
+  absolutePath: string,
+  relativePath: string,
+  isDirectory: boolean,
+): { read: boolean; write: boolean } {
+  if (isDirectory) {
+    return {
+      read: true,
+      write: true,
+    };
+  } else {
+    return getFilePermissions(name);
+  }
+}
+
+export async function getBlockFile(
+  pipelinePath: string,
+  blockId: string,
+  relativeFilePath: string,
+): Promise<string> {
+  const absoluteFilePath = path.join(pipelinePath, blockId, relativeFilePath);
+  const fileName = path.basename(absoluteFilePath);
+  const { read } = getFilePermissions(fileName);
+
+  if (!read) {
+    const message = `Reading file: ${absoluteFilePath}, is not permitted`;
+    logger.error(message);
+    throw new ServerError(message, HttpStatus.BAD_REQUEST, null);
+  }
+
+  try {
+    return await fs.readFile(absoluteFilePath, { encoding: "utf8" });
+  } catch (error: any) {
+    const message = `Failed to read file: ${absoluteFilePath}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+export async function updateBlockFile(
+  pipelinePath: string,
+  blockId: string,
+  relativeFilePath: string,
+  content: string,
+): Promise<void> {
+  const absoluteFilePath = path.join(pipelinePath, blockId, relativeFilePath);
+  const fileName = path.basename(absoluteFilePath);
+  const { write } = getFilePermissions(fileName);
+
+  if (!write) {
+    const message = `Writing file: ${absoluteFilePath}, is not permitted`;
+    logger.error(message);
+    throw new ServerError(message, HttpStatus.BAD_REQUEST, null);
+  }
+
+  try {
+    await fs.writeFile(absoluteFilePath, content);
+  } catch (error: any) {
+    const message = `Failed to write to file: ${absoluteFilePath}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+interface FilePermissions {
+  read: boolean;
+  write: boolean;
+}
+
+export function getFilePermissions(name: string): FilePermissions {
+  const readOnly = READ_ONLY_FILES.includes(name);
+  const supported = isFileSupported(name);
+
+  const read = supported;
+  const write = supported && !readOnly;
+
+  return { read, write };
+}
+
+function isFileSupported(filePath: string): boolean {
+  const extension = path.extname(filePath).toLowerCase();
+  const basename = path.basename(filePath);
+
+  return (
+    SUPPORTED_FILE_EXTENSIONS.includes(extension) ||
+    SUPPORTED_FILE_NAMES.includes(basename)
+  );
+}
+
+export async function callAgent(
+  userMessage: string,
+  agentName: string,
+  conversationHistory: any, // Consider creating a specific type for conversation history
+  apiKey: string,
+): Promise<any> {
+  let agents = "agents";
+  if (app.isPackaged) {
+    agents = path.join(process?.resourcesPath ?? "", "agents");
+  }
+  const scriptPath = path.join(
+    agents,
+    agentName,
+    "generate",
+    "computations.py",
+  );
+
+  try {
+    const stdout = await spawnAsync("python", [scriptPath], {
+      input: JSON.stringify({
+        apiKey,
+        userMessage,
+        conversationHistory,
+      }),
+      encoding: "utf8",
+    });
+
+    const parsedOutput = JSON.parse(stdout);
+
+    // Check if the response contains an error
+    if (parsedOutput.error) {
+      const errorDetails: any = parsedOutput.error; // Consider creating a specific type for error details
+      throw new ServerError(
+        errorDetails.message,
+        errorDetails.status_code || HttpStatus.INTERNAL_SERVER_ERROR,
+        {
+          name: errorDetails.type,
+          message: errorDetails.traceback,
+        },
+      );
+    }
+
+    const response = parsedOutput.response;
+    return response;
+  } catch (error: any) {
+    // If the error is already a ServerError (from our error handling above), throw it directly
+    if (error instanceof ServerError) {
+      throw error;
+    }
+
+    // Handle other errors (like JSON parsing errors or spawn errors)
+    const message = `Unable to call agent ${agentName} with message ${userMessage}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
+
+export async function getLogs(
+  pipelinePath: string,
+  blockId: string,
+): Promise<string> {
+  const logsPath = path.join(pipelinePath, blockId, "logs.txt");
+
+  if (!(await fileExists(logsPath))) {
+    return "Logs not yet available";
+  }
+
+  try {
+    return await fs.readFile(logsPath, "utf8");
+  } catch (error: any) {
+    const message = `Failed to read logs from: ${logsPath}`;
+    logger.error(error, message);
+    throw new ServerError(message, HttpStatus.INTERNAL_SERVER_ERROR, error);
+  }
+}
diff --git a/frontend/server/router.ts b/frontend/server/router.ts
index 5717b102..83f73982 100644
--- a/frontend/server/router.ts
+++ b/frontend/server/router.ts
@@ -11,7 +11,7 @@ import {
   runTest,
   saveBlockSpecs,
   updateBlockFile,
-} from "./blockSerialization.js";
+} from "./blockSerialization";
 import { getHistory, getIndex, updateHistory, updateIndex } from "./chat.js";
 import { syncExecutionResults } from "./execution";
 import { readPipelines, readSpecs } from "./fileSystem.js";
diff --git a/frontend/src/atoms/compilationErrorToast.js b/frontend/src/atoms/compilationErrorToast.js
index b6cbce38..881b4506 100644
--- a/frontend/src/atoms/compilationErrorToast.js
+++ b/frontend/src/atoms/compilationErrorToast.js
@@ -1,5 +1,9 @@
 import { atom } from "jotai";
 
-const compilationErrorToastAtom = atom(false);
+const compilationErrorToastAtom = atom({
+  show: false,
+  title: "",
+  caption: "",
+});
 
 export { compilationErrorToastAtom };
diff --git a/frontend/src/components/ui/ToastWrapper.jsx b/frontend/src/components/ui/ToastWrapper.jsx
index d6a5fe3d..b915dd2c 100644
--- a/frontend/src/components/ui/ToastWrapper.jsx
+++ b/frontend/src/components/ui/ToastWrapper.jsx
@@ -8,12 +8,23 @@ export default function ToastWrapper() {
   );
 
   const onClose = () => {
-    setCompilationErrorToast(false);
+    setCompilationErrorToast({ show: false, title: "", caption: "" });
+  };
+
+  const setToastContent = (title, caption) => {
+    setCompilationErrorToast({ show: true, title, caption });
   };
 
   return (
     <div className="absolute bottom-3 right-3 z-[9000]">
-      {compilationErrorToast && <CompilationErrorToast onClose={onClose} />}
+      {compilationErrorToast.show && (
+        <CompilationErrorToast
+          onClose={onClose}
+          title={compilationErrorToast.title}
+          caption={compilationErrorToast.caption}
+          setToastContent={setToastContent}
+        />
+      )}
     </div>
   );
 }
diff --git a/frontend/src/components/ui/blockEditor/DirectoryViewer.jsx b/frontend/src/components/ui/blockEditor/DirectoryViewer.jsx
index 523762f5..1de974ca 100644
--- a/frontend/src/components/ui/blockEditor/DirectoryViewer.jsx
+++ b/frontend/src/components/ui/blockEditor/DirectoryViewer.jsx
@@ -269,7 +269,11 @@ export default function DirectoryViewer({ blockPath, blockKey }) {
             fetchFileSystem();
           } catch (error) {
             console.error(error);
-            setCompilationErrorToast(true);
+            setCompilationErrorToast({
+              show: true,
+              title: "File Save Failed",
+              caption: `Failed to compile python code: ${error}`,
+            });
           }
         }
       })
diff --git a/frontend/src/components/ui/blockEditor/directoryViewer/AgentPrompt.jsx b/frontend/src/components/ui/blockEditor/directoryViewer/AgentPrompt.jsx
index f25e84fd..465ec4b5 100644
--- a/frontend/src/components/ui/blockEditor/directoryViewer/AgentPrompt.jsx
+++ b/frontend/src/components/ui/blockEditor/directoryViewer/AgentPrompt.jsx
@@ -12,6 +12,7 @@ import { FileBufferContext } from "./DirectoryViewer";
 import { FileHandleContext } from "./DirectoryViewer";
 import { useCompileComputation } from "@/hooks/useCompileSpecs";
 import { useDebouncedCallback } from "use-debounce";
+import { compilationErrorToastAtom } from "@/atoms/compilationErrorToast";
 
 export default function AgentPrompt() {
   const [pipeline] = useAtom(pipelineAtom);
@@ -26,6 +27,7 @@ export default function AgentPrompt() {
   const fileBuffer = useContext(FileBufferContext);
   const fileHandle = useContext(FileHandleContext);
   const compile = useCompileComputation();
+  const [, setCompilationError] = useAtom(compilationErrorToastAtom);
 
   const isViewBlock =
     pipeline?.data[blockId]?.information?.block_type === "view";
@@ -40,24 +42,37 @@ export default function AgentPrompt() {
     e.preventDefault();
     setIsLoading(true);
 
-    const newPrompt = textArea.trim();
-    const response = await callAgent.mutateAsync({
-      userMessage: newPrompt,
-      agentName: agentName,
-      conversationHistory: chatHistory.history,
-      apiKey: openAIApiKey,
-    });
+    try {
+      const newPrompt = textArea.trim();
+      const data = {
+        userMessage: newPrompt,
+        agentName: agentName,
+        conversationHistory: chatHistory.history,
+        apiKey: openAIApiKey,
+      };
 
-    chatHistory.addPrompt(newPrompt, response);
-    await fileBuffer.updateSave(response);
-    if (fileHandle.isComputation) {
-      compile(pipeline.path, blockId);
-    }
+      console.log(data);
+      const response = await callAgent.mutateAsync(data);
+      console.log(response);
 
-    selectedPrompt.unselect();
+      chatHistory.addPrompt(newPrompt, response);
+      await fileBuffer.updateSave(response);
+      if (fileHandle.isComputation) {
+        compile(pipeline.path, blockId);
+      }
 
-    setTextArea("");
-    setIsLoading(false);
+      selectedPrompt.unselect();
+      setTextArea("");
+    } catch (error) {
+      console.log(error);
+      setCompilationError({
+        show: true,
+        title: error.message,
+        caption: error.data?.details,
+      });
+    } finally {
+      setIsLoading(false);
+    }
   };
 
   const handleKeyDown = (e) => {
diff --git a/frontend/src/components/ui/blockEditor/directoryViewer/CodeManualEditor.jsx b/frontend/src/components/ui/blockEditor/directoryViewer/CodeManualEditor.jsx
index a699a791..61cd2737 100644
--- a/frontend/src/components/ui/blockEditor/directoryViewer/CodeManualEditor.jsx
+++ b/frontend/src/components/ui/blockEditor/directoryViewer/CodeManualEditor.jsx
@@ -42,8 +42,8 @@ export default function CodeManualEditor() {
     if (editorRef?.current?.view) {
       const editorCode = editorRef.current.view.state.doc?.toString();
       if (editorCode !== fileBuffer.content) {
-        const length = editorCode.length ?? 0;
-        const newLength = fileBuffer.content.length;
+        const length = editorCode?.length ?? 0;
+        const newLength = fileBuffer?.content?.length;
         const cursorPosition = editorRef.current.view.state.selection.main.head;
         const newCursorPosition = clamp(cursorPosition, 0, newLength);
 
diff --git a/frontend/src/components/ui/blockEditor/directoryViewer/CompliationErrorToast.jsx b/frontend/src/components/ui/blockEditor/directoryViewer/CompliationErrorToast.jsx
index 801b3283..c8dccd90 100644
--- a/frontend/src/components/ui/blockEditor/directoryViewer/CompliationErrorToast.jsx
+++ b/frontend/src/components/ui/blockEditor/directoryViewer/CompliationErrorToast.jsx
@@ -1,17 +1,17 @@
 import { ToastNotification } from "@carbon/react";
 
-export default function CompilationErrorToast({ onClose }) {
+export default function ({ title, caption, onClose }) {
   return (
     <ToastNotification
       aria-label="closes notification"
-      caption="Could not compile the computations.py file. Execution will fail. Please fix computations.py to enable its execution."
+      caption={caption}
       kind="error"
       onCloseButtonClick={onClose}
       onClose={onClose}
       role="status"
       statusIconDescription="notification"
       timeout={0}
-      title="Computations Compilation Failed"
+      title={title}
     />
   );
 }
diff --git a/frontend/src/hooks/useCompileSpecs.jsx b/frontend/src/hooks/useCompileSpecs.jsx
index 9b0da53e..0c50261d 100644
--- a/frontend/src/hooks/useCompileSpecs.jsx
+++ b/frontend/src/hooks/useCompileSpecs.jsx
@@ -34,8 +34,13 @@ export const useCompileComputation = () => {
         blockSpecs: newSpecs,
       });
     } catch (error) {
+      console.log(error);
       console.error(error);
-      setCompilationErrorToast(true);
+      setCompilationErrorToast({
+        show: true,
+        title: "Compilation Failed",
+        caption: `Failed to compile python code: ${error}`,
+      });
     }
   };
   return compile;
diff --git a/frontend/test/server/blockSerialization.test.js b/frontend/test/server/blockSerialization.test.js
index 1ea08506..f36a3678 100644
--- a/frontend/test/server/blockSerialization.test.js
+++ b/frontend/test/server/blockSerialization.test.js
@@ -1,29 +1,55 @@
 import { describe, test, expect, vi, afterEach } from "vitest";
-import { compileComputation } from "../../server/blockSerialization";
+import {
+  compileComputation,
+  saveBlockSpecs,
+  removeConnections,
+  runTest,
+  getBlockDirectory,
+  filePermissionVisitor,
+  getBlockFile,
+  updateBlockFile,
+  getLogs,
+  callAgent,
+} from "../../server/blockSerialization";
 import fs from "fs/promises";
-import { fileExists } from "../../server/fileSystem";
+import path from "path";
+import { fileExists, getDirectoryTree } from "../../server/fileSystem";
 import { cacheJoin } from "../../server/cache";
 import { app } from "electron";
+import process from "process";
 import { spawnAsync } from "../../server/spawnAsync";
 import { getCompuationsSourceCode } from "../fixture/blockFixture";
 import * as pipelineFixture from "../fixture/pipelineFixture";
 import * as blockFixture from "../fixture/blockFixture";
+import { ServerError } from "../../server/serverError";
+import { logger } from "../../server/logger";
 
+// Only mock external dependencies and side effects
 vi.mock("fs/promises", () => ({
   default: {
     readFile: vi.fn(),
+    writeFile: vi.fn(),
   },
 }));
 
 vi.mock("electron", () => ({
   app: {
-    isPackaged: vi.fn(),
+    isPackaged: false,
     getPath: vi.fn(),
   },
 }));
 
+vi.mock("process", async (importOriginal) => {
+  const actual = await importOriginal();
+  return {
+    ...actual,
+    resourcesPath: path.join("/mocked", "resources"),
+  };
+});
+
 vi.mock("../../server/fileSystem", () => ({
   fileExists: vi.fn(),
+  getDirectoryTree: vi.fn(),
 }));
 
 vi.mock("../../server/spawnAsync", () => ({
@@ -34,11 +60,18 @@ vi.mock("../../server/cache", () => ({
   cacheJoin: vi.fn(),
 }));
 
+vi.mock("../../server/logger", () => ({
+  logger: {
+    error: vi.fn(),
+  },
+}));
+
 describe("blockSerialization", () => {
   const blockComputationsSourceCode = getCompuationsSourceCode();
 
   afterEach(() => {
     vi.clearAllMocks();
+    vi.mocked(app).isPackaged = false;
   });
 
   describe("compileComputation", () => {
@@ -56,17 +89,22 @@ describe("blockSerialization", () => {
         },
       };
 
-      fs.readFile.mockResolvedValueOnce(blockComputationsSourceCode);
-      app.isPackaged = false;
-      app.getPath.mockReturnValue("");
-      cacheJoin.mockReturnValue(
-        `${pipelineFixture.getId()}/${blockFixture.getId()}`,
+      vi.mocked(fs.readFile).mockResolvedValueOnce(blockComputationsSourceCode);
+      vi.mocked(app).isPackaged = false;
+      vi.mocked(app.getPath).mockReturnValue("");
+      vi.mocked(cacheJoin).mockReturnValueOnce(
+        path.join(`${pipelineFixture.getId()}`, `${blockFixture.getId()}`),
       );
-      cacheJoin.mockReturnValue(
-        `${pipelineFixture.getId()}/${blockFixture.getId()}/computations.py`,
+      vi.mocked(cacheJoin).mockReturnValueOnce(
+        path.join(
+          `${pipelineFixture.getId()}`,
+          `${blockFixture.getId()}/computations.py`,
+        ),
+      );
+      vi.mocked(fileExists).mockResolvedValueOnce(true);
+      vi.mocked(spawnAsync).mockResolvedValueOnce(
+        JSON.stringify(expectedSpecs),
       );
-      fileExists.mockResolvedValueOnce(true);
-      spawnAsync.mockReturnValueOnce(JSON.stringify(expectedSpecs));
 
       const result = await compileComputation(
         pipelineFixture.getId(),
@@ -81,54 +119,312 @@ describe("blockSerialization", () => {
     });
 
     test("throws error when script fails", async () => {
-      fs.readFile.mockResolvedValueOnce(blockComputationsSourceCode);
-      app.isPackaged = false;
-      fileExists.mockResolvedValueOnce(true);
-      spawnAsync.mockReturnValueOnce({
+      vi.mocked(fs.readFile).mockResolvedValueOnce(blockComputationsSourceCode);
+      vi.mocked(app).isPackaged = false;
+      vi.mocked(fileExists).mockResolvedValueOnce(true);
+      vi.mocked(spawnAsync).mockResolvedValueOnce({
         stdout: undefined,
         stderr: "something bad happened",
         status: 1,
         error: undefined,
       });
 
-      expect(() =>
+      await expect(() =>
         compileComputation(pipelineFixture.getId(), blockFixture.getId()),
       ).rejects.toThrowError();
     });
 
     test("throws error when script invocation fails", async () => {
-      fs.readFile.mockResolvedValueOnce(blockComputationsSourceCode);
-      app.isPackaged = false;
-      fileExists.mockResolvedValueOnce(true);
-      spawnAsync.mockReturnValueOnce({
+      vi.mocked(fs.readFile).mockResolvedValueOnce(blockComputationsSourceCode);
+      vi.mocked(app).isPackaged = false;
+      vi.mocked(fileExists).mockResolvedValueOnce(true);
+      vi.mocked(spawnAsync).mockResolvedValueOnce({
         stdout: undefined,
         stderr: undefined,
         status: undefined,
         error: {},
       });
 
-      expect(() =>
+      await expect(() =>
         compileComputation(pipelineFixture.getId(), blockFixture.getId()),
       ).rejects.toThrowError();
     });
 
     test("throws when script file doesn't exist", async () => {
-      const scriptStdout = "";
-
-      app.isPackaged = false;
-      fileExists.mockResolvedValueOnce(false);
-      spawnAsync.mockReturnValueOnce({ stdout: scriptStdout });
+      vi.mocked(app).isPackaged = false;
+      vi.mocked(fileExists).mockResolvedValueOnce(false);
 
-      expect(() =>
+      await expect(() =>
         compileComputation(pipelineFixture.getId(), blockFixture.getId()),
       ).rejects.toThrowError("Could not find script for compilation");
     });
 
-    test("throws when reading the file fails", () => {
-      fs.readFile.mockRejectedValueOnce(new Error("could not read file"));
-      expect(() =>
+    test("throws when reading the file fails", async () => {
+      vi.mocked(fs.readFile).mockRejectedValueOnce(
+        new Error("could not read file"),
+      );
+      await expect(() =>
         compileComputation(pipelineFixture.getId(), blockFixture.getId()),
       ).rejects.toThrowError();
     });
   });
+
+  describe("saveBlockSpecs", () => {
+    test("should save block specs successfully", async () => {
+      const specs = { inputs: {}, outputs: {}, views: { node: {} } };
+      await saveBlockSpecs("/pipeline", "block1", specs);
+      expect(vi.mocked(fs.writeFile)).toHaveBeenCalledWith(
+        path.join("/pipeline", "block1", "specs.json"),
+        JSON.stringify(
+          { inputs: {}, outputs: {}, views: { node: { pos_x: 0, pos_y: 0 } } },
+          null,
+          2,
+        ),
+      );
+    });
+
+    test("should handle errors during file write", async () => {
+      vi.mocked(fs.writeFile).mockRejectedValueOnce(
+        new Error("File write error"),
+      );
+      const specs = { inputs: {}, outputs: {}, views: { node: {} } };
+      await expect(
+        saveBlockSpecs("/pipeline", "block1", specs),
+      ).rejects.toThrowError(ServerError);
+      expect(vi.mocked(logger.error)).toHaveBeenCalled();
+    });
+  });
+
+  describe("removeConnections", () => {
+    test("should remove connections from inputs and outputs", () => {
+      const io = {
+        in1: { connections: [1, 2] },
+        out1: { connections: [3, 4] },
+      };
+      const result = removeConnections(io);
+      expect(result.in1.connections).toEqual([]);
+      expect(result.out1.connections).toEqual([]);
+    });
+  });
+
+  describe("runTest", () => {
+    test("should run tests successfully", async () => {
+      vi.mocked(fileExists).mockResolvedValueOnce(true);
+      vi.mocked(spawnAsync).mockResolvedValueOnce("");
+
+      await runTest("/pipeline", "block1");
+      expect(vi.mocked(fileExists)).toHaveBeenCalledWith(
+        path.join("resources", "run_test.py"),
+      );
+      expect(vi.mocked(spawnAsync)).toHaveBeenCalledWith("python", [
+        path.join("resources", "run_test.py"),
+        path.join("/pipeline", "block1"),
+        "block1",
+      ]);
+    });
+
+    test("should throw ServerError if test script not found", async () => {
+      vi.mocked(fileExists).mockResolvedValueOnce(false);
+      await expect(runTest("/pipeline", "block1")).rejects.toThrowError(
+        ServerError,
+      );
+      expect(vi.mocked(logger.error)).toHaveBeenCalled();
+    });
+  });
+
+  describe("getBlockDirectory", () => {
+    test("should get block directory successfully", async () => {
+      const tree = { name: "block1", children: [] };
+      vi.mocked(getDirectoryTree).mockResolvedValueOnce(tree);
+      const result = await getBlockDirectory("/pipeline", "block1");
+      expect(result).toEqual(tree);
+      expect(vi.mocked(getDirectoryTree)).toHaveBeenCalledWith(
+        path.join("/pipeline", "block1"),
+        filePermissionVisitor,
+      );
+    });
+
+    test("should throw ServerError if getDirectoryTree fails", async () => {
+      vi.mocked(getDirectoryTree).mockRejectedValueOnce(
+        new Error("Directory error"),
+      );
+      await expect(
+        getBlockDirectory("/pipeline", "block1"),
+      ).rejects.toThrowError(ServerError);
+      expect(vi.mocked(logger.error)).toHaveBeenCalled();
+    });
+  });
+
+  // Simple utility functions don't need complex mocking
+  describe("filePermissionVisitor", () => {
+    test("should return read and write true for directories", () => {
+      const result = filePermissionVisitor("dir", "/path/to/dir", "dir", true);
+      expect(result).toEqual({ read: true, write: true });
+    });
+
+    test("should handle files correctly", () => {
+      const result = filePermissionVisitor(
+        "test.py",
+        path.join("/path", "to", "test.py"),
+        "test.py",
+        false,
+      );
+      // Test actual result based on your file permission rules
+      expect(result.read).toBeDefined();
+      expect(result.write).toBeDefined();
+    });
+  });
+
+  describe("getBlockFile", () => {
+    test("should get block file content successfully", async () => {
+      vi.mocked(fs.readFile).mockResolvedValueOnce("file content");
+      const result = await getBlockFile("/pipeline", "block1", "file.txt");
+      expect(result).toBe("file content");
+    });
+
+    test("should handle errors during file read", async () => {
+      vi.mocked(fs.readFile).mockRejectedValueOnce(
+        new Error("File read error"),
+      );
+      await expect(
+        getBlockFile("/pipeline", "block1", "file.txt"),
+      ).rejects.toThrowError(ServerError);
+      expect(vi.mocked(logger.error)).toHaveBeenCalled();
+    });
+  });
+
+  describe("updateBlockFile", () => {
+    test("should update block file content successfully", async () => {
+      await updateBlockFile("/pipeline", "block1", "file.txt", "new content");
+      expect(vi.mocked(fs.writeFile)).toHaveBeenCalledWith(
+        path.join("/pipeline", "block1", "file.txt"),
+        "new content",
+      );
+    });
+
+    test("should handle errors during file write", async () => {
+      vi.mocked(fs.writeFile).mockRejectedValueOnce(
+        new Error("File write error"),
+      );
+      await expect(
+        updateBlockFile("/pipeline", "block1", "file.txt", "new content"),
+      ).rejects.toThrowError(ServerError);
+      expect(vi.mocked(logger.error)).toHaveBeenCalled();
+    });
+  });
+
+  describe("getLogs", () => {
+    test("should get logs successfully", async () => {
+      vi.mocked(fileExists).mockResolvedValueOnce(true);
+      vi.mocked(fs.readFile).mockResolvedValueOnce("log content");
+      const result = await getLogs("/pipeline", "block1");
+      expect(result).toBe("log content");
+    });
+
+    test("should return 'Logs not yet available' if logs file does not exist", async () => {
+      vi.mocked(fileExists).mockResolvedValueOnce(false);
+      const result = await getLogs("/pipeline", "block1");
+      expect(result).toBe("Logs not yet available");
+      expect(vi.mocked(fs.readFile)).not.toHaveBeenCalled();
+    });
+
+    test("should handle errors during file read", async () => {
+      vi.mocked(fileExists).mockResolvedValueOnce(true);
+      vi.mocked(fs.readFile).mockRejectedValueOnce(
+        new Error("File read error"),
+      );
+      await expect(getLogs("/pipeline", "block1")).rejects.toThrowError(
+        ServerError,
+      );
+      expect(vi.mocked(logger.error)).toHaveBeenCalled();
+    });
+  });
+});
+
+describe("callAgent", () => {
+  test("should call agent successfully and return response", async () => {
+    vi.mocked(spawnAsync).mockResolvedValueOnce(
+      JSON.stringify({ response: "Agent response" }),
+    );
+    const result = await callAgent("user message", "testAgent", [], "api-key");
+    expect(result).toBe("Agent response");
+    expect(vi.mocked(spawnAsync)).toHaveBeenCalledWith(
+      "python",
+      [path.join("agents", "testAgent", "generate", "computations.py")],
+      {
+        input: JSON.stringify({
+          apiKey: "api-key",
+          userMessage: "user message",
+          conversationHistory: [],
+        }),
+        encoding: "utf8",
+      },
+    );
+  });
+
+  test("should handle packaged app path correctly", async () => {
+    vi.mocked(app).isPackaged = true;
+    vi.mocked(process).resourcesPath = path.join("/mocked", "resources");
+    vi.mocked(spawnAsync).mockResolvedValueOnce(
+      JSON.stringify({ response: "Agent response" }),
+    );
+    await callAgent("user message", "testAgent", [], "api-key");
+    expect(vi.mocked(spawnAsync)).toHaveBeenCalledWith(
+      "python",
+      [
+        path.join(
+          "/mocked",
+          "resources",
+          "agents",
+          "testAgent",
+          "generate",
+          "computations.py",
+        ),
+      ],
+      {
+        input: JSON.stringify({
+          apiKey: "api-key",
+          userMessage: "user message",
+          conversationHistory: [],
+        }),
+        encoding: "utf8",
+      },
+    );
+  });
+
+  test("should throw ServerError if spawnAsync fails", async () => {
+    vi.mocked(spawnAsync).mockRejectedValueOnce(new Error("Spawn error"));
+    await expect(
+      callAgent("user message", "testAgent", [], "api-key"),
+    ).rejects.toThrowError(ServerError);
+    expect(vi.mocked(logger.error)).toHaveBeenCalled();
+  });
+
+  test("should throw ServerError if agent returns an error", async () => {
+    vi.mocked(spawnAsync).mockResolvedValueOnce(
+      JSON.stringify({ error: { message: "Agent error", status_code: 400 } }),
+    );
+    await expect(
+      callAgent("user message", "testAgent", [], "api-key"),
+    ).rejects.toThrowError(ServerError);
+    expect(vi.mocked(logger.error)).toHaveBeenCalled(); // ServerError is thrown directly
+  });
+
+  test("should throw ServerError for non-ServerError from agent", async () => {
+    vi.mocked(spawnAsync).mockResolvedValueOnce(
+      JSON.stringify({ error: "some string error" }),
+    );
+    await expect(
+      callAgent("user message", "testAgent", [], "api-key"),
+    ).rejects.toThrowError(ServerError);
+    expect(vi.mocked(logger.error)).toHaveBeenCalled();
+  });
+
+  test("should throw ServerError if response is not valid JSON", async () => {
+    vi.mocked(spawnAsync).mockResolvedValueOnce("invalid json");
+    await expect(
+      callAgent("user message", "testAgent", [], "api-key"),
+    ).rejects.toThrowError(ServerError);
+    expect(vi.mocked(logger.error)).toHaveBeenCalled();
+  });
 });
diff --git a/pyproject.toml b/pyproject.toml
index 4ee2ca62..4f8a407f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,8 +14,7 @@ dependencies = [
     "requests==2.31.0",
     "boto3==1.34.79",
     "mixpanel==4.10.1",
-    "langchain==0.1.15",
-    "langchain-openai==0.1.2",
+    "openai==1.58.1",
     "sentry-sdk===2.0.1",
     "yaspin",
     "rich",
diff --git a/uv.lock b/uv.lock
index 379a7e5d..83102f02 100644
--- a/uv.lock
+++ b/uv.lock
@@ -6,104 +6,6 @@ resolution-markers = [
     "python_full_version >= '3.13'",
 ]
 
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-
 [[package]]
 name = "yaspin"
 version = "3.1.0"
@@ -1372,9 +556,8 @@ version = "0.4.3"
 source = { editable = "." }
 dependencies = [
     { name = "boto3" },
-    { name = "langchain" },
-    { name = "langchain-openai" },
     { name = "mixpanel" },
+    { name = "openai" },
     { name = "requests" },
     { name = "rich" },
     { name = "sentry-sdk" },
@@ -1385,9 +568,8 @@ dependencies = [
 [package.metadata]
 requires-dist = [
     { name = "boto3", specifier = "==1.34.79" },
-    { name = "langchain", specifier = "==0.1.15" },
-    { name = "langchain-openai", specifier = "==0.1.2" },
     { name = "mixpanel", specifier = "==4.10.1" },
+    { name = "openai", specifier = "==1.58.1" },
     { name = "requests", specifier = "==2.31.0" },
     { name = "rich" },
     { name = "sentry-sdk", specifier = "===2.0.1" },