updates

Author: arvindrk

fern/observability/evals-advanced.mdx

@@ -1090,37 +1090,38 @@ Build up complexity gradually:
 ## Summary
 
 <Tip>
-**Key takeaways for advanced eval testing:**
+    **Key takeaways for advanced eval testing:**
 
-**Testing strategy:**
+    **Testing strategy:**
 
-- Use smoke tests before comprehensive suites
-- Build regression tests when fixing bugs
-- Cover edge cases systematically
+    - Use smoke tests before comprehensive suites
+    - Build regression tests when fixing bugs
+    - Cover edge cases systematically
 
-**Validation selection:**
+    **Validation selection:**
 
-- Exact match for critical data
-- Regex for pattern matching
-- AI judge for semantic evaluation
+    - Exact match for critical data
+    - Regex for pattern matching
+    - AI judge for semantic evaluation
 
-**Performance:**
+    **Performance:**
 
-- Exit early on critical failures
-- Keep conversations focused (5-10 turns)
-- Batch related tests together
+    - Exit early on critical failures
+    - Keep conversations focused (5-10 turns)
+    - Batch related tests together
 
-**Maintenance:**
+    **Maintenance:**
 
-- Version control evaluations
-- Review failures promptly
-- Update tests with features
-- Document test purpose clearly
+    - Version control evaluations
+    - Review failures promptly
+    - Update tests with features
+    - Document test purpose clearly
 
-**CI/CD:**
+    **CI/CD:**
 
-- Automate critical tests in pipelines
-- Use staging for full suite validation
-- Set quality gate thresholds
-- Run regression suites regularly
-  </Tip>
+    - Automate critical tests in pipelines
+    - Use staging for full suite validation
+    - Set quality gate thresholds
+    - Run regression suites regularly
+
+</Tip>