AI-Powered Bug Tracking with GitHub Issues and Telegram Alerts using Gemini β€” n8n Workflow

Medium complexityπŸ”— Webhook11 nodes🏷️ Project Managementby Rully Saputra

Overview

Create GitHub issues from webhook input and send alerts to Telegram

This workflow streamlines bug tracking by using a webhook to collect issue reports, automatically classifying and summarizing them with Gemini AI, then sending critical issues to GitHub and real-time notifications to Telegram. Optional manager approval is built in for low-priority reports.

πŸ§‘β€πŸ’» Who’s it for This workflow is ideal for: Engineering teams needing automated issue tracking from multiple systems QA testers or custome

Nodes used

GitHubTelegramGmailSummarization ChainGoogle Gemini Chat ModelText Classifier

Workflow Preview

Auto-Create GitHub Issues from Webhook Events
Automate bug or task creation using a smart classifier
Filter
Ensure that only the relevant value is passed to the bu
Github
You can change with your repo link.
Messaging Platform
You can use seperate approaches for Telegram messages b
Telegram tutorial: https://docs.n8n.io/integrations/bui
Define the conditions for β€œHigh” vs β€œLow” sev
modelmodel
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W
Webhook
Google Gemini Chat Model
I
If
Google Gemini Chat Model1
Create an issue
Approval from Manager
F
Filter
Notify Group
Notify Manager Group
Bug Classifier
Bug Description Summarizer
11 nodes11 edges

How it Works

  1. 1

    Trigger

    The workflow starts with a webhook trigger.

  2. 2

    Process

    Data flows through 11 nodes, connecting chainsummarization, github, gmail.

  3. 3

    Output

    The workflow completes its automation and delivers the result to the configured destination.

Node Details (11)

GI

GitHub

github

#1
TE

Telegram

telegram

#2
GM

Gmail

gmail

#3
SU

Summarization Chain

n8n-nodes-langchain.chainSummarization

#4
GO

Google Gemini Chat Model

n8n-nodes-langchain.lmChatGoogleGemini

#5
TE

Text Classifier

n8n-nodes-langchain.textClassifier

#6

How to Import This Workflow

  1. 1Click Download JSON button on the right to save the workflow file.
  2. 2Open your n8n instance. Go to Workflows β†’ New β†’ Import from file.
  3. 3Select the downloaded ai-powered-bug-tracking-with-github-issues-and-telegram-alerts-using-gemini file and click Import.
  4. 4Set up credentials for each service node (API keys, OAuth, etc.).
  5. 5Click Test Workflow to verify everything works, then activate it.

Or paste directly in n8n β†’ Import from JSON:

{ "name": "AI-Powered Bug Tracking with GitHub Issues and Telegram Alerts using Gemini", "nodes": [...], ...}

Integrations

chainsummarizationgithubgmailiflmchatgooglegeminisettelegramtextclassifierwebhook

Get This Workflow

Download and import in one click

Download JSONView on n8n.io
Nodes11
Complexitymedium
Triggerwebhook
CategoryProject Management

Created by

Rully Saputra

Rully Saputra

@rullysaputra15

Tags

chainsummarizationgithubgmailiflmchatgooglegeminisettelegramtextclassifierwebhook
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