Update app.py

app.py

@@ -223,12 +223,43 @@ css = """
 """
 
 example_texts = [
-    ["The algorithm does not accurately distinguish between the positive and negative classes during edge cases.\n\nEnvironment: Production\nReproduction: Run the classifier on the test dataset with known edge cases."],
-    ["The regression tests do not cover scenarios involving concurrent user sessions.\n\nEnvironment: Test automation suite\nReproduction: Update the test scripts to include tests for concurrent sessions."],
-    ["There is frequent miscommunication between the development and QA teams regarding feature specifications.\n\nEnvironment: Inter-team meetings\nReproduction: Audit recent communication logs and meeting notes between the teams."],
-    ["The service-oriented architecture does not effectively isolate failures, leading to cascading failures across services.\n\nEnvironment: Microservices architecture\nReproduction: Simulate a service failure and observe the impact on other services."]
+    [
+        "Title: Classification Inaccuracy in Edge Case Scenarios\n\n"
+        "Detailed Description: The current machine learning algorithm demonstrates a significant failure to "
+        "accurately categorize data into positive and negative classes when encountering edge cases. This "
+        "suggests a lack of robustness in the decision boundary at the extremes of the feature space.\n"
+        "Environment: Live Production Environment\n"
+        "Step-by-Step Reproduction: Execute the primary classifier against the validated test dataset, "
+        "specifically filtering for known boundary conditions and edge case parameters."
+    ],
+    [
+        "Title: Regression Suite Coverage Gap for Concurrent Sessions\n\n"
+        "Detailed Description: Analysis of the current regression testing framework reveals a critical omission "
+        "regarding multi-user concurrency. The suite currently validates single-user workflows but fails to "
+        "simulate race conditions or resource locking issues inherent in simultaneous sessions.\n"
+        "Environment: CI/CD Test Automation Pipeline\n"
+        "Step-by-Step Reproduction: Modify existing automation scripts to initialize multiple parallel user "
+        "sessions and monitor for state synchronization errors."
+    ],
+    [
+        "Title: Systematic Communication Breakdown Between Dev and QA\n\n"
+        "Detailed Description: There is a recurring discrepancy between technical implementation and quality "
+        "assurance validation due to ambiguous feature specifications. This misalignment leads to delayed "
+        "releases and frequent rework of features that do not meet the intended design criteria.\n"
+        "Environment: Inter-departmental Stakeholder Meetings\n"
+        "Step-by-Step Reproduction: Conduct a formal audit of Jira ticket comments, Slack communication logs, "
+        "and internal documentation from the past three sprint cycles to identify specific points of divergence."
+    ],
+    [
+        "Title: Lack of Fault Isolation in Service-Oriented Architecture\n\n"
+        "Detailed Description: The microservices architecture currently lacks robust circuit-breaking and "
+        "isolation mechanisms. Consequently, a localized failure in a single downstream service propagates "
+        "unhindered, triggering a cascading failure across the entire system ecosystem.\n"
+        "Environment: Distributed Microservices Infrastructure\n"
+        "Step-by-Step Reproduction: Introduce a manual failure or latency injection into a non-critical "
+        "dependency and document the resulting performance degradation and crash reports across the service mesh."
+    ]
 ]
-
 with gr.Blocks(css=css, title="QualityTagger") as interface:
     gr.Markdown("# QualityTagger")
     gr.Markdown(