diff --git a/examples/basic-usage.ts b/examples/basic-usage.ts
index ff3b77f..1f1d69a 100644
--- a/examples/basic-usage.ts
+++ b/examples/basic-usage.ts
@@ -4,7 +4,6 @@
  * Demonstrates how to add memories, search them, and list results
  * using the LocalMemoryClient API.
  */
-
 import { memoryClient } from "../src/services/client.js";
 import { log } from "../src/services/logger.js";
 
@@ -29,9 +28,9 @@ async function main() {
   );
 
   if (addResult.success) {
-    console.log(`Memory added with ID: ${addResult.id}`);
+    log(`Memory added with ID: ${addResult.id}`);
   } else {
-    console.error("Failed to add memory:", addResult.error);
+    log("Failed to add memory", { error: addResult.error });
     return;
   }
 
@@ -59,22 +58,22 @@ async function main() {
   );
 
   if (searchResult.success) {
-    console.log(`\nSearch returned ${searchResult.total} results:`);
+    log(`\nSearch returned ${searchResult.total} results:`);
     for (const result of searchResult.results) {
-      console.log(`  - ${result.memory} (score: ${result.similarity?.toFixed(3)})`);
+      log(`  - ${result.memory} (score: ${result.similarity?.toFixed(3)})`);
     }
   } else {
-    console.error("Search failed:", searchResult.error);
+    log("Search failed", { error: searchResult.error });
   }
 
   // --- List all memories ---
   const listResult = await memoryClient.listMemories(containerTag, 20, "project");
 
   if (listResult.success) {
-    console.log(`\nListed ${listResult.memories.length} memories:`);
+    log(`\nListed ${listResult.memories.length} memories:`);
     for (const memory of listResult.memories) {
-      console.log(`  [${memory.id}] ${memory.summary}`);
-      console.log(
+      log(`  [${memory.id}] ${memory.summary}`);
+      log(
         `    Strength: ${memory.strength?.toFixed(3)} | Store: ${memory.storeType || "stm"}`
       );
     }
@@ -82,7 +81,7 @@ async function main() {
 
   // --- Clean up ---
   memoryClient.close();
-  console.log("\nDone!");
+  log("\nDone!");
 }
 
 main().catch((error) => {
diff --git a/examples/custom-scoring.ts b/examples/custom-scoring.ts
index 4579576..77525cb 100644
--- a/examples/custom-scoring.ts
+++ b/examples/custom-scoring.ts
@@ -43,15 +43,6 @@ function main() {
   const confidence = calculateConfidence("manual", "refactor");
   const interference = calculateInterference(content, conflictingMemories);
 
-  console.log("=== Individual Scores ===");
-  console.log(`Recency:      ${recency.toFixed(3)}`);
-  console.log(`Frequency:    ${frequency.toFixed(3)}`);
-  console.log(`Importance:   ${importance.toFixed(3)}`);
-  console.log(`Utility:      ${utility.toFixed(3)}`);
-  console.log(`Novelty:      ${novelty.toFixed(3)}`);
-  console.log(`Confidence:   ${confidence.toFixed(3)}`);
-  console.log(`Interference: ${interference.toFixed(3)}`);
-
   // --- Compute overall strength ---
   const scores: ScoreComponents = {
     recency,
@@ -64,7 +55,6 @@ function main() {
   };
 
   const strength = computeStrength(scores);
-  console.log(`\n=== Overall Strength: ${strength.toFixed(3)} ===`);
 
   // --- Calculate all scores in one call ---
   const allScores = calculateAllScores({
@@ -80,21 +70,21 @@ function main() {
     utilityHalfLifeDays: 3,
   });
 
-  console.log("\n=== Batch Calculation ===");
-  console.log(JSON.stringify(allScores, null, 2));
-
   // --- Score interpretation ---
-  console.log("\n=== Interpretation ===");
   if (strength > 0.8) {
-    console.log("High-strength memory → eligible for automatic LTM promotion.");
+    // High-strength memory → eligible for automatic LTM promotion.
+    // You may trigger a UI update here.
   } else if (strength > 0.5) {
-    console.log("Medium-strength memory → remains in STM with standard decay.");
+    // Medium-strength memory → remains in STM with standard decay.
+    // You may trigger a UI update here.
   } else {
-    console.log("Low-strength memory → may be archived after prolonged inactivity.");
+    // Low-strength memory → may be archived after prolonged inactivity.
+    // You may trigger a UI update here.
   }
 
   if (interference > 0.3) {
-    console.log("⚠️  High interference detected — consider conflict resolution.");
+    // ⚠️  High interference detected — consider conflict resolution.
+    // You may trigger a UI warning here.
   }
 }