diff --git a/.changeset/wild-rabbits-thank.md b/.changeset/wild-rabbits-thank.md
new file mode 100644
index 00000000..e0c8a6fc
--- /dev/null
+++ b/.changeset/wild-rabbits-thank.md
@@ -0,0 +1,5 @@
+---
+"@nodesecure/scanner": minor
+---
+
+feat(scanner): improve error handling for depwalker
diff --git a/workspaces/scanner/src/class/StatsCollector.class.ts b/workspaces/scanner/src/class/StatsCollector.class.ts
index 194ce60d..efc316ac 100644
--- a/workspaces/scanner/src/class/StatsCollector.class.ts
+++ b/workspaces/scanner/src/class/StatsCollector.class.ts
@@ -1,11 +1,15 @@
+// Import Third-party Dependencies
+import { isHTTPError } from "@openally/httpie";
+
 // Import Internal Dependencies
 import { SystemDateProvider, type DateProvider } from "./DateProvider.class.ts";
-import type { ApiStats, Stats } from "../types.ts";
+import type { ApiStats, Stats, Error } from "../types.ts";
 
 export class StatsCollector {
   #apiCalls: ApiStats[] = [];
   #dateProvider: DateProvider;
   #startedAt: number;
+  #errors: Error[] = [];
 
   constructor(dateProvider: DateProvider = new SystemDateProvider()) {
     this.#dateProvider = dateProvider;
@@ -17,8 +21,13 @@ export class StatsCollector {
     try {
       const result = fn();
       if (result instanceof Promise) {
-        return result.finally(() => this.#addApiStat(name, startedAt)
-        ) as ReturnType<T>;
+        return result
+          .catch((err) => {
+            this.#addError(name, err);
+            throw err;
+          })
+          .finally(() => this.#addApiStat(name, startedAt)
+          ) as ReturnType<T>;
       }
 
       this.#addApiStat(name, startedAt);
@@ -27,6 +36,7 @@ export class StatsCollector {
     }
     catch (err) {
       this.#addApiStat(name, startedAt);
+      this.#addError(name, err);
       throw err;
     }
   }
@@ -39,12 +49,28 @@ export class StatsCollector {
     });
   }
 
+  #addError(name: string, err: unknown) {
+    const error: Error = {
+      name
+    };
+    if (err instanceof Error) {
+      error.message = err.message;
+      error.stack = err.stack;
+    }
+    if (isHTTPError(err)) {
+      error.statusCode = err.statusCode;
+    }
+    this.#errors.push(error);
+  }
+
   getStats(): Stats {
     return {
       startedAt: this.#startedAt,
       executionTime: this.#dateProvider.now() - this.#startedAt,
       apiCalls: this.#apiCalls,
-      apiCallsCount: this.#apiCalls.length
+      apiCallsCount: this.#apiCalls.length,
+      errorCount: this.#errors.length,
+      errors: this.#errors
     };
   }
 }
diff --git a/workspaces/scanner/src/types.ts b/workspaces/scanner/src/types.ts
index 2f48a41e..01fd49dc 100644
--- a/workspaces/scanner/src/types.ts
+++ b/workspaces/scanner/src/types.ts
@@ -200,6 +200,16 @@ export type ApiStats = {
   name: string;
 };
 
+export type Error = {
+  name: string;
+  message?: string;
+  stack?: string;
+  /**
+    * HTTP Status code
+  */
+  statusCode?: number;
+};
+
 export type Stats = {
   /**
     * UNIX Timestamp when the scan started
@@ -216,6 +226,12 @@ export type Stats = {
   apiCallsCount: number;
 
   apiCalls: ApiStats[];
+  /**
+    * Number of errors
+  */
+  errorCount: number;
+
+  errors: Error[];
 };
 
 export type Identifier = {
diff --git a/workspaces/scanner/test/StatsCollector.spec.ts b/workspaces/scanner/test/StatsCollector.spec.ts
index c8597c11..2126cfa7 100644
--- a/workspaces/scanner/test/StatsCollector.spec.ts
+++ b/workspaces/scanner/test/StatsCollector.spec.ts
@@ -2,86 +2,212 @@
 import { describe, it } from "node:test";
 import assert from "node:assert";
 
+// Import Third-party Dependencies
+import * as npmRegistrySDK from "@nodesecure/npm-registry-sdk";
+
 // Import Internal Dependencies
 import type { DateProvider } from "../src/class/DateProvider.class.ts";
 import { StatsCollector } from "../src/class/StatsCollector.class.ts";
 
 describe("StatsCollectors", () => {
-  it("should get the expected global start and execution time", () => {
-    const dateProvider = new FakeDateProvider();
-    dateProvider.setNow(1658512000000);
-    const statsCollector = new StatsCollector(dateProvider);
-    dateProvider.setNow(1658512001000);
-    const { startedAt, executionTime } = statsCollector.getStats();
-    assert.strictEqual(startedAt, 1658512000000);
-    assert.strictEqual(executionTime, 1000);
-  });
+  describe("api calls", () => {
+    it("should get the expected global start and execution time", () => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      dateProvider.setNow(1658512001000);
+      const { startedAt, executionTime } = statsCollector.getStats();
+      assert.strictEqual(startedAt, 1658512000000);
+      assert.strictEqual(executionTime, 1000);
+    });
 
-  it("should still record the exexution time if the function being tracked throws", () => {
-    const dateProvider = new FakeDateProvider();
-    dateProvider.setNow(1658512000000);
-    const statsCollector = new StatsCollector(dateProvider);
-    assert.throws(() => {
-      statsCollector.track("api/test/1", () => {
-        dateProvider.setNow(1658512001000);
-        throw new Error("oh no!");
+    it("should still record the exexution time if the function being tracked throws", () => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      assert.throws(() => {
+        statsCollector.track("api/test/1", () => {
+          dateProvider.setNow(1658512001000);
+          throw new Error("oh no!");
+        });
       });
+
+      const { apiCalls, apiCallsCount } = statsCollector.getStats();
+      assert.strictEqual(apiCallsCount, 1);
+      assert.deepEqual(apiCalls, [
+        {
+          name: "api/test/1",
+          startedAt: 1658512000000,
+          executionTime: 1000
+        }
+
+      ]);
     });
 
-    const { apiCalls, apiCallsCount } = statsCollector.getStats();
-    assert.strictEqual(apiCallsCount, 1);
-    assert.deepEqual(apiCalls, [
-      {
-        name: "api/test/1",
-        startedAt: 1658512000000,
-        executionTime: 1000
-      }
+    it("should be able to track the start and execution time of external api call", async() => {
+      let hasFnOneBeenCalled = false;
+      let hasFnTwoBeenCalled = false;
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      dateProvider.setNow(1658512001001);
+      const promise = statsCollector.track("api/test/1", () => {
+        hasFnOneBeenCalled = true;
+
+        return Promise.resolve(1);
+      });
+
+      dateProvider.setNow(1658512002000);
+      const promiseResult = await promise;
 
-    ]);
+      dateProvider.setNow(1658512003000);
+      const fnResult = statsCollector.track("api/test/2", () => {
+        hasFnTwoBeenCalled = true;
+        dateProvider.setNow(1658512004000);
+
+        return null;
+      });
+      dateProvider.setNow(1658512005000);
+      const { apiCalls, apiCallsCount } = statsCollector.getStats();
+      assert.strictEqual(promiseResult, 1);
+      assert.strictEqual(fnResult, null);
+      assert.strictEqual(hasFnOneBeenCalled, true);
+      assert.strictEqual(hasFnTwoBeenCalled, true);
+      assert.strictEqual(apiCallsCount, 2);
+      assert.deepEqual(apiCalls, [
+        {
+          name: "api/test/1",
+          startedAt: 1658512001001,
+          executionTime: 999
+        },
+        {
+          name: "api/test/2",
+          startedAt: 1658512003000,
+          executionTime: 1000
+        }
+      ]);
+    });
   });
 
-  it("should be able to track the start and execution time of external api call", async() => {
-    let hasFnOneBeenCalled = false;
-    let hasFnTwoBeenCalled = false;
-    const dateProvider = new FakeDateProvider();
-    dateProvider.setNow(1658512000000);
-    const statsCollector = new StatsCollector(dateProvider);
-    dateProvider.setNow(1658512001001);
-    const promise = statsCollector.track("api/test/1", () => {
-      hasFnOneBeenCalled = true;
-
-      return Promise.resolve(1);
+  describe("errors", () => {
+    it("should have no errors when no tracked function throwed", () => {
+      const dateProvider = new FakeDateProvider();
+      const statsCollector = new StatsCollector(dateProvider);
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 0);
+      assert.strictEqual(errors.length, 0);
+    });
+
+    it("should record when a sync error occurs", () => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      assert.throws(() => {
+        statsCollector.track("api/test/1", () => {
+          dateProvider.setNow(1658512001000);
+          throw new Error("oh no!");
+        });
+      });
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 1);
+      assert.strictEqual(errors.length, 1);
+      assert.partialDeepStrictEqual(errors, [{
+        name: "api/test/1",
+        message: "oh no!"
+      }]);
+    });
+
+    it("should record when an error that is not an instance of error occurs", () => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      assert.throws(() => {
+        statsCollector.track("api/test/1", () => {
+          dateProvider.setNow(1658512001000);
+          // eslint-disable-next-line no-throw-literal
+          throw null;
+        });
+      });
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 1);
+      assert.strictEqual(errors.length, 1);
+      assert.partialDeepStrictEqual(errors, [{
+        name: "api/test/1"
+      }]);
     });
 
-    dateProvider.setNow(1658512002000);
-    const promiseResult = await promise;
+    it("should have no errors when no async tracked function rejected", async() => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      await statsCollector.track("api/test/1", async() => {
+        dateProvider.setNow(1658512001000);
+
+        return Promise.resolve(42);
+      });
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 0);
+      assert.strictEqual(errors.length, 0);
+    });
 
-    dateProvider.setNow(1658512003000);
-    const fnResult = statsCollector.track("api/test/2", () => {
-      hasFnTwoBeenCalled = true;
-      dateProvider.setNow(1658512004000);
+    it("should record when an async error occurs", async() => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      await assert.rejects(async() => {
+        await statsCollector.track("api/test/1", async() => {
+          dateProvider.setNow(1658512001000);
+          throw new Error("async oh no!");
+        });
+      });
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 1);
+      assert.strictEqual(errors.length, 1);
+      assert.partialDeepStrictEqual(errors, [{
+        name: "api/test/1",
+        message: "async oh no!"
+      }]);
+    });
 
-      return null;
+    it("should record when an async error that is not an instance of error occurs", async() => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      await assert.rejects(async() => {
+        await statsCollector.track("api/test/1", async() => {
+          dateProvider.setNow(1658512001000);
+          // eslint-disable-next-line no-throw-literal
+          throw "string error";
+        });
+      });
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 1);
+      assert.strictEqual(errors.length, 1);
+      assert.partialDeepStrictEqual(errors, [{
+        name: "api/test/1"
+      }]);
     });
-    dateProvider.setNow(1658512005000);
-    const { apiCalls, apiCallsCount } = statsCollector.getStats();
-    assert.strictEqual(promiseResult, 1);
-    assert.strictEqual(fnResult, null);
-    assert.strictEqual(hasFnOneBeenCalled, true);
-    assert.strictEqual(hasFnTwoBeenCalled, true);
-    assert.strictEqual(apiCallsCount, 2);
-    assert.deepEqual(apiCalls, [
-      {
+
+    it("should add the status code when there is an http error", async() => {
+      const dateProvider = new FakeDateProvider();
+      dateProvider.setNow(1658512000000);
+      const statsCollector = new StatsCollector(dateProvider);
+      await assert.rejects(async() => {
+        await statsCollector.track("api/test/1", async() => {
+          dateProvider.setNow(1658512001000);
+
+          return npmRegistrySDK.packument("does-not-exist");
+        });
+      });
+      const { errors, errorCount } = statsCollector.getStats();
+      assert.strictEqual(errorCount, 1);
+      assert.strictEqual(errors.length, 1);
+      assert.partialDeepStrictEqual(errors, [{
         name: "api/test/1",
-        startedAt: 1658512001001,
-        executionTime: 999
-      },
-      {
-        name: "api/test/2",
-        startedAt: 1658512003000,
-        executionTime: 1000
-      }
-    ]);
+        message: "Not Found",
+        statusCode: 404
+      }]);
+    });
   });
 });
 
diff --git a/workspaces/scanner/test/depWalker.spec.ts b/workspaces/scanner/test/depWalker.spec.ts
index e2792984..3c8b2dff 100644
--- a/workspaces/scanner/test/depWalker.spec.ts
+++ b/workspaces/scanner/test/depWalker.spec.ts
@@ -173,6 +173,8 @@ test("execute depWalker on pkg.gitdeps", async(test) => {
   assert.strictEqual(typeof metadata.executionTime, "number");
   assert.strictEqual(Array.isArray(metadata.apiCalls), true);
   assert.strictEqual(metadata.apiCallsCount, 50);
+  assert.strictEqual(metadata.errorCount, 2);
+  assert.strictEqual(metadata.errors.length, 2);
 });
 
 test("execute depWalker on typo-squatting (with location)", async(test) => {