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Summarize daily Jenkins test runs with Google Sheets, HTTP and Gemini AI

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Summarize daily Jenkins test runs with Google Sheets, HTTP and Gemini AI preview
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1. Workflow Overview

Automate daily Jenkins test reports with AI and HTTP Requests As a test automation engineer, staying on top of daily test runs in Jenkins is essential. This workflow automates that process: it pull...

Best for

  • Engineering automation workflows
  • AI Summarization automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.lmchatgooglegemini, n8n-nodes-base.stickynote, n8n-nodes-base.googlesheets, n8n-nodes-base.aggregate, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.gmail, n8n-nodes-base.httprequest, n8n-nodes-base.html

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Richard Nijsten.

Original n8n.io source

1.1 Workflow description

Title
Summarize daily Jenkins test runs with Google Sheets, HTTP and Gemini AI
Workflow name
Summarize daily Jenkins test runs with Google Sheets, HTTP and Gemini AI

Automate daily Jenkins test reports with AI and HTTP Requests

As a test automation engineer, staying on top of daily test runs in Jenkins is essential. This workflow automates that process: it pulls specific test details from a Google Sheet, retrieves data from your local Jenkins environment, and uses AI to generate a concise summary report to be sent via email.

Who's it for

  • Test automation engineers using Jenkins.
  • QA teams looking to streamline daily reporting.

How it works

  • Scheduled Trigger: The workflow runs automatically at a pre-defined time.
  • Dynamic Data Retrieval: It constructs an HTTP request based on the data in your Google Sheet to fetch specific Jenkins results.
  • AI Optimization: Only relevant data is extracted to minimize AI token usage and focus on the most important metrics.
  • Summarization: The AI groups the results and formats them into a clear, professional email.
  • Distribution: The report is sent to every recipient listed in the MailingList column.

How to set up

  • In the Google Sheet, set the BaseUrl, Environment, FeatureClass and Feature in order to build up the Jenkins url in their corresponding columns, for example: BaseUrl | Environment | FeatureClass |Feature |MailingList | <BaseUrl> |<environment> | <FeaturClassName> |<Featurename> | <mail> |
  • Define Recipients: In the MailingList column, add the email addresses of the people who need to receive the report. If there are multiple recipients, ensure they are separated by commas.

Requirements

  • Access to your Jenkins server.
  • An AI API key (e.g., Gemini, OpenAI).
  • A Google Cloud project with the Google Sheets API enabled.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Google Gemini Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices
Version 1

Block 2 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 3 - Retrieve Google Sheet data

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.7

Block 4 - Aggregate the data for AI processing

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 5 - Jenkins Report Analyzer

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 3.1

Block 6 - Send the test results based on the MailingList

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.2

Block 7 - Perform HTTP Request to Jenkins Server for build numbers

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.4

Block 8 - Extract the build number

Type / Role
n8n-nodes-base.html - html
Config choices
Version 1.2

Block 9 - Set the fields correctly for AI

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 10 - Perform HTTP Request with depth 2 to Jenkins Server

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.4

Block 11 - Trigger workflow daily on set time

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.3

Block 12 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Summarize daily Jenkins test runs with Google Sheets, HTTP and Gemini AI
Complexity intermediate
Nodes 12
Categories Engineering, AI Summarization
Author Richard Nijsten
Published 02 Mar 2026

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/13808/13808.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Summarize daily Jenkins test runs with Google Sheets, HTTP and Gemini AI do?

Automate daily Jenkins test reports with AI and HTTP Requests As a test automation engineer, staying on top of daily test runs in Jenkins is essential. This workflow automates that process: it pull...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Engineering, AI Summarization use case.