• TRIAGE
  • REPAIR
  • REPORT
  • HUMAN

How to debug integration errors with your AI

Connect Prismatic to your agent. Once connected, you can troubleshoot broken workflows by asking your agent to look at the logs.

Ask AI about this page

Short answer

How do I debug integration errors with my AI?

You ask your agent to pull the execution logs for a specific failed run. It uses the fetch_logs tool to read the error details and explains exactly what went wrong. You get a clear breakdown of the failure points.

Where your debugging ends up.

Troubleshooting outcomes.

The AI processes the raw data into these specific outcomes.

TRIAGE

Identified failure points

The agent reads the logs and points out the exact step where the workflow stopped. You see the specific error message that caused the halt.

REPAIR

Root cause analysis

The agent compares the input data against the expected schema. It tells you if the error was caused by a bad payload or a timeout.

REPORT

Summary of errors

The agent aggregates multiple log entries into a single explanation. You get a plain English summary of the error pattern.

HUMAN

Manual intervention

The agent identifies when an error requires you to manually fix data or update an API key. It flags these moments so you don't waste time guessing.

The workflow

What your AI does when a failure occurs.

The agent handles the heavy lifting of digging through raw execution data.

  1. Accessing logs

    The agent reaches into Prismatic to grab the specific execution data you asked for.

    fetch_logs

  2. Parsing errors

    It scans the retrieved logs for error codes, stack traces, and failed status messages.

    fetch_logs

  3. Contextualizing failures

    The agent looks at the surrounding log entries to see what happened right before the crash.

    fetch_logs

  4. Explaining the fix

    The agent translates the technical error into a suggestion you can actually use to fix the workflow.

    fetch_logs

Try it

Copy these to start.

Use these prompts to begin troubleshooting.

Starting points

Replace the bracketed text with your specific workflow or execution IDs.

Prismatic Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Jp8xQVyawqmk1kh1SNDCvDluadVzruFklDLm4lQl/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 — Prismatic capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "prismatic-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Jp8xQVyawqmk1kh1SNDCvDluadVzruFklDLm4lQl/mcp"
    }
  }
}
Copy into chat04

  • Fetch the logs for execution ID [ID] and tell me why it failed.

  • Look at the logs for my [Workflow Name] workflow and find the error.

  • Check the recent execution logs for [Workflow Name] and summarize the last three errors.

  • Why did the [Workflow Name] run fail at the [Step Name] step? Check the logs.

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

Start here

Connect Prismatic once, then ask.

Click the link to connect your account. Your credentials stay encrypted, and you can immediately start asking your agent about your workflows.

Connect Prismatic to your AI

FAQ

How the debugging works

  • 01

    Can the AI fix the error automatically?

    No. The agent can only read the logs and tell you what happened. You have to make the actual changes to your workflow or data.

  • 02

    Can the AI delete failed executions?

    No. The agent only has permission to fetch logs. It cannot delete, edit, or modify any data within Prismatic.

  • 03

    Does the AI see all my workflow data?

    The agent only sees the data it retrieves through the fetch_logs tool when you specifically ask it to.

  • 04

    Can I use this with Claude?

    Yes, as long as you are using an MCP-compatible client like Claude Desktop.

  • 05

    What if the logs are too large?

    The agent will attempt to fetch the relevant segments of the logs to find the error without hitting context limits.

  • More questions about Prismatic? See everything the Prismatic Connector can do

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