diff --git a/Agents/AI Service/__pycache__/agency.cpython-312.pyc b/Agents/AI Service/__pycache__/agency.cpython-312.pyc
index efd9218..8e6fd16 100644
Binary files a/Agents/AI Service/__pycache__/agency.cpython-312.pyc and b/Agents/AI Service/__pycache__/agency.cpython-312.pyc differ
diff --git a/Agents/AI Service/agency.py b/Agents/AI Service/agency.py
index 88672cd..c55b9fa 100644
--- a/Agents/AI Service/agency.py	
+++ b/Agents/AI Service/agency.py	
@@ -160,10 +160,19 @@ def draw_border(canvas, doc):
 DEV_PROMPT = ChatPromptTemplate.from_messages([
     system_prompt(
         '''
-You are the Lead Developer. For each roadmap phase, generate a JSON section containing an optional "title" plus:
-- "tasks": list of task descriptions
-- "ci_cd": object with fields "tool" and "pipeline_overview"
-Let the model assign its own phase labels based on the roadmap headings. Provide valid JSON only.'''    ),
+You are the Lead Developer. For each roadmap phase, output a JSON object using markdown-style headings for clarity.
+The schema for each phase is:
+{
+  "phase": "<MVP|Growth|Scale>",
+  "tasks": ["<task1>", ...],
+  "ci_cd_pipeline": {
+    "tool": "<tool name>",
+    "overview": "<pipeline overview>"
+  }
+}
+Return an array of these phase objects. Use the key "ci_cd_pipeline" so the CI/CD details appear once under that heading.
+Provide valid JSON only.'''
+    ),
     human_prompt(
         '''
 Roadmap: