• LOGS
  • METADATA
  • ANALYSIS
  • HUMAN

How to debug failed test sessions with your AI

Connect LambdaTest to your agent to automate the heavy lifting of failure analysis. Once connected, your agent handles the log retrieval and data gathering.

Ask AI about this page

Short answer

How can I use AI to debug my LambdaTest failures?

Your agent pulls execution logs and session metadata to pinpoint the exact cause of a failure. You get a clear explanation of the error and the environment context immediately.

Debugging outcomes

Where your data lands.

The agent organizes raw test data into actionable insights.

LOGS

Clean error logs

The agent pulls the exact text from failed runs. You get the specific stack traces and error messages needed to fix the code.

METADATA

Session context

Your agent gathers environment details like browser versions and OS settings. This helps you see if a failure is tied to a specific configuration.

ANALYSIS

Root cause identification

By comparing logs and metadata, your agent identifies the pattern behind the failure. It tells you exactly what went wrong.

HUMAN

Manual fixes

The agent identifies the problem, but you still own the code. You'll use the findings to apply the actual fix in your repository.

The workflow

What your AI does when a test fails.

Instead of clicking through the LambdaTest dashboard, you just tell your agent to investigate.

  1. Fetch session data

    The agent identifies the specific failed run and pulls the technical details.

    get_session_details

  2. Extract error logs

    It pulls the raw execution logs to find the specific line where the test broke.

    get_test_logs

  3. Correlate failures

    The agent looks at the logs and metadata together to see if the error is consistent across different environments.

    get_test_logsget_session_details

  4. Summarize findings

    The agent presents a plain English explanation of the failure and the likely cause.

    get_test_logs

Try it

Copy these to start.

Use these prompts to kick off an investigation.

Starting points

Replace the bracketed text with your actual session IDs or test names.

LambdaTest Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_4JlG89G0mrRFQv1NEMOe3quOG8MUgnbaUJbJ9Hdc/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — LambdaTest capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "lambdatest-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4JlG89G0mrRFQv1NEMOe3quOG8MUgnbaUJbJ9Hdc/mcp"
    }
  }
}
Copy into chat04

  • Get the logs for LambdaTest session ID 12345 and tell me why it failed.

  • Pull the session details for my last failed test run and check the browser version.

  • Look at the logs for session 98765 and summarize the error message.

  • Compare the metadata from session 111 and session 222 to see if the failures are identical.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect LambdaTest once, then ask.

One connection gives your agent access to your test data. Your credentials stay encrypted and secure on our side.

Connect LambdaTest to your AI

FAQ

How the debugging task behaves

  • 01

    Can the AI fix my code automatically?

    No. The agent identifies the cause using logs and metadata, but you must perform the actual code changes yourself.

  • 02

    Can the AI delete my test sessions?

    No. The tools only allow the agent to read logs and session details. It cannot modify or delete anything in LambdaTest.

  • 03

    Do I need to provide the session ID every time?

    It helps. If you provide the specific session ID, the agent can jump straight to the logs for that exact run.

  • 04

    Can the AI see my video recordings?

    No. The current tools are limited to text-based logs and session metadata.

  • 05

    Does this work with any MCP-compatible client?

    Yes. Once you connect LambdaTest via Vinkius, you can use it in Claude, Cursor, Windsurf, or VS Code.

  • More questions about LambdaTest? The Connector page answers them. See everything the LambdaTest Connector can do

Connect LambdaTest to Claude, Cursor, ChatGPT & more