diff --git a/README.md b/README.md
index 42862e3..b717bec 100644
--- a/README.md
+++ b/README.md
@@ -55,3 +55,34 @@ __Contributors:__
 - Vincent Harkins (@vharkins1)
 - Marc Vergés (@marcvergees) 
 - Jan Sans
+
+
+## Local Development Setup (Beginner Friendly)
+
+1. Clone your fork and enter project folder:
+
+ - git clone <your-fork-url>
+   cd FireForm (Terminal)
+
+2. Create virtual environment:
+
+ - python3 -m venv venv
+   source venv/bin/activate 
+
+3. Install dependencies:
+
+4. Initialize database tables:
+
+5. Run backend server:
+
+6. Open Swagger UI in browser: (http://127.0.0.1:8000/docs)
+
+### Common Errors
+
+- `sqlite3.OperationalError: no such table`
+→ Run database initialization step.
+
+- `Could not connect to Ollama`
+→ Ensure Ollama server is running locally.
+   
+
diff --git a/api/routes/forms.py b/api/routes/forms.py
index f3430ed..0dd0fb7 100644
--- a/api/routes/forms.py
+++ b/api/routes/forms.py
@@ -19,6 +19,9 @@ def fill_form(form: FormFill, db: Session = Depends(get_db)):
     controller = Controller()
     path = controller.fill_form(user_input=form.input_text, fields=fetched_template.fields, pdf_form_path=fetched_template.pdf_path)
 
+    if not path:
+        raise AppError("PDF generation failed", status_code=400)
+
     submission = FormSubmission(**form.model_dump(), output_pdf_path=path)
     return create_form(db, submission)
 
diff --git a/src/file_manipulator.py b/src/file_manipulator.py
index b7815cc..2350df9 100644
--- a/src/file_manipulator.py
+++ b/src/file_manipulator.py
@@ -1,8 +1,11 @@
 import os
+import logging
 from src.filler import Filler
 from src.llm import LLM
 from commonforms import prepare_form
 
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
 
 class FileManipulator:
     def __init__(self):
@@ -22,14 +25,14 @@ def fill_form(self, user_input: str, fields: list, pdf_form_path: str):
         It receives the raw data, runs the PDF filling logic,
         and returns the path to the newly created file.
         """
-        print("[1] Received request from frontend.")
+        logger.info("[1] Received request from frontend.")
         print(f"[2] PDF template path: {pdf_form_path}")
 
         if not os.path.exists(pdf_form_path):
             print(f"Error: PDF template not found at {pdf_form_path}")
             return None  # Or raise an exception
 
-        print("[3] Starting extraction and PDF filling process...")
+        logger.info("[3] Starting extraction...")
         try:
             self.llm._target_fields = fields
             self.llm._transcript_text = user_input
diff --git a/src/llm.py b/src/llm.py
index 70937f9..2c6e530 100644
--- a/src/llm.py
+++ b/src/llm.py
@@ -60,12 +60,11 @@ def main_loop(self):
             }
 
             try:
-                response = requests.post(ollama_url, json=payload)
+                response = requests.post(ollama_url, json=payload, timeout=30)
                 response.raise_for_status()
-            except requests.exceptions.ConnectionError:
-                raise ConnectionError(
-                    f"Could not connect to Ollama at {ollama_url}. "
-                    "Please ensure Ollama is running and accessible."
+            except requests.exceptions.Timeout:
+                raise TimeoutError(
+                    f"Ollama request timed out after 30 seconds at {ollama_url}"
                 )
             except requests.exceptions.HTTPError as e:
                 raise RuntimeError(f"Ollama returned an error: {e}")