• TRIAGE
  • CONTEXT
  • HISTORY
  • HUMAN

How to debug failed RPA runs with your AI

Connect Robolytix to your AI client once. From there, your agent handles the heavy lifting of digging through execution data to find errors.

Ask AI about this page

Short answer

How can I use AI to find out why my RPA bot failed?

Your AI uses Robolytix to fetch specific run messages and metadata. It analyzes the error logs to tell you the exact step that broke. You get a clear explanation of the failure instead of a wall of text.

Where your error data goes.

Outcome of the analysis.

The AI organizes the raw data into actionable insights.

TRIAGE

Error identification

The AI scans run messages to find the specific exception or error code. You get a summary of what went wrong.

CONTEXT

Run metadata analysis

The agent pulls the specific run details to see the state of the bot at the time of failure. This explains the environment or inputs that caused the crash.

HISTORY

Pattern recognition

By looking at previous runs, your AI identifies if this is a one-off glitch or a recurring logic error. It spots trends across multiple executions.

HUMAN

Manual fix required

The AI identifies the broken logic or missing data. You decide how to patch the bot or update the input files.

The workflow

What your AI does when the error occurs.

The AI moves from broad oversight to specific log analysis.

  1. Find the failed execution

    Your agent looks through the history of all bot executions to find the specific instance that didn't complete.

    list_runs

  2. Pull specific run details

    Once the failed run is identified, the AI grabs the full metadata for that specific execution.

    get_run

  3. Extract error messages

    The agent digs into the actual logs to pull the specific error strings and messages sent during the run.

    get_run_messages

  4. Summarize the failure

    The AI combines the metadata and the error logs to explain the root cause in plain English.

    get_run_messages

Try it

Copy these to start.

Use these prompts to begin your debugging session.

Starting points

These are starting points. Swap out the specific run IDs or bot names with your actual data.

Robolytix Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zvOT2y5AosekQJtjuueoUc4ggC6HYC6i4eoi0qkf/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 — Robolytix capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "robolytix-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zvOT2y5AosekQJtjuueoUc4ggC6HYC6i4eoi0qkf/mcp"
    }
  }
}
Copy into chat04

  • List my recent RPA runs and tell me which one failed.

  • Get the details for run ID 8829 and find the error message.

  • Look at the messages for the last failed run and explain why it crashed.

  • Check the metadata for the most recent execution to see if the input parameters were correct.

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

Start here

Connect Robolytix once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start asking your AI about your bot's performance.

Connect Robolytix to your AI

FAQ

How the debugging task behaves

  • 01

    Can the AI fix the bot code for me?

    No. The AI identifies the error and explains the cause, but you must manually update your RPA scripts.

  • 02

    Can the AI delete failed runs from my history?

    No. The tools only allow the AI to read run data and messages. It cannot delete or modify your execution history.

  • 03

    Does the AI see my actual application data?

    The AI only sees the run metadata and the log messages provided by the Robolytix tools.

  • 04

    How does the AI know which run to look at?

    You tell it which run to investigate, or it can use the list tool to find the most recent failures itself.

  • 05

    Can I use this with any AI client?

    Yes, as long as your client supports the Model Context Protocol (MCP).

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

Connect Robolytix to Claude, Cursor, ChatGPT & more