diff --git a/packages/cli/src/scaling/__tests__/scaling.service.test.ts b/packages/cli/src/scaling/__tests__/scaling.service.test.ts
index b400bf6dfbbb7..56836b18c6c79 100644
--- a/packages/cli/src/scaling/__tests__/scaling.service.test.ts
+++ b/packages/cli/src/scaling/__tests__/scaling.service.test.ts
@@ -2,7 +2,7 @@ import { GlobalConfig } from '@n8n/config';
 import * as BullModule from 'bull';
 import { mock } from 'jest-mock-extended';
 import { InstanceSettings } from 'n8n-core';
-import { ApplicationError } from 'n8n-workflow';
+import { ApplicationError, ExecutionCancelledError } from 'n8n-workflow';
 import Container from 'typedi';
 
 import { mockInstance, mockLogger } from '@test/mocking';
@@ -287,6 +287,8 @@ describe('ScalingService', () => {
 			const result = await scalingService.stopJob(job);
 
 			expect(job.progress).toHaveBeenCalledWith({ kind: 'abort-job' });
+			expect(job.discard).toHaveBeenCalled();
+			expect(job.moveToFailed).toHaveBeenCalledWith(new ExecutionCancelledError('123'), true);
 			expect(result).toBe(true);
 		});
 
diff --git a/packages/cli/src/scaling/scaling.service.ts b/packages/cli/src/scaling/scaling.service.ts
index 5896e2976be42..1963aa9ac9fc1 100644
--- a/packages/cli/src/scaling/scaling.service.ts
+++ b/packages/cli/src/scaling/scaling.service.ts
@@ -1,8 +1,15 @@
 import { GlobalConfig } from '@n8n/config';
 import { ErrorReporter, InstanceSettings, Logger } from 'n8n-core';
-import { ApplicationError, BINARY_ENCODING, sleep, jsonStringify, ensureError } from 'n8n-workflow';
+import {
+	ApplicationError,
+	BINARY_ENCODING,
+	sleep,
+	jsonStringify,
+	ensureError,
+	ExecutionCancelledError,
+} from 'n8n-workflow';
 import type { IExecuteResponsePromiseData } from 'n8n-workflow';
-import { strict } from 'node:assert';
+import assert, { strict } from 'node:assert';
 import Container, { Service } from 'typedi';
 
 import { ActiveExecutions } from '@/active-executions';
@@ -206,7 +213,8 @@ export class ScalingService {
 		try {
 			if (await job.isActive()) {
 				await job.progress({ kind: 'abort-job' }); // being processed by worker
-				this.logger.debug('Stopped active job', props);
+				await job.discard(); // prevent retries
+				await job.moveToFailed(new ExecutionCancelledError(job.data.executionId), true); // remove from queue
 				return true;
 			}
 
@@ -214,8 +222,15 @@ export class ScalingService {
 			this.logger.debug('Stopped inactive job', props);
 			return true;
 		} catch (error: unknown) {
-			await job.progress({ kind: 'abort-job' });
-			this.logger.error('Failed to stop job', { ...props, error });
+			assert(error instanceof Error);
+			this.logger.error('Failed to stop job', {
+				...props,
+				error: {
+					message: error.message,
+					name: error.name,
+					stack: error.stack,
+				},
+			});
 			return false;
 		}
 	}
diff --git a/packages/cli/src/workflow-runner.ts b/packages/cli/src/workflow-runner.ts
index bb27fca216882..93917d79874a7 100644
--- a/packages/cli/src/workflow-runner.ts
+++ b/packages/cli/src/workflow-runner.ts
@@ -66,10 +66,15 @@ export class WorkflowRunner {
 		//
 		// FIXME: This is a quick fix. The proper fix would be to not remove
 		// the execution from the active executions while it's still running.
-		if (error instanceof ExecutionNotFoundError || error instanceof ExecutionCancelledError) {
+		if (
+			error instanceof ExecutionNotFoundError ||
+			error instanceof ExecutionCancelledError ||
+			error.message.includes('cancelled')
+		) {
 			return;
 		}
 
+		this.logger.error(`Problem with execution ${executionId}: ${error.message}. Aborting.`);
 		this.errorReporter.error(error, { executionId });
 
 		const isQueueMode = config.getEnv('executions.mode') === 'queue';
@@ -413,7 +418,6 @@ export class WorkflowRunner {
 						data.workflowData,
 						{ retryOf: data.retryOf ? data.retryOf.toString() : undefined },
 					);
-					this.logger.error(`Problem with execution ${executionId}: ${error.message}. Aborting.`);
 					await this.processError(error, new Date(), data.executionMode, executionId, hooks);
 
 					reject(error);