• TIMELINE
  • STATUS
  • DRIFT
  • HUMAN

How to track project milestones with your AI

Connect TestMonitor to your AI client to turn raw test data into a clear picture of your project's health.

Ask AI about this page

Short answer

How can I use my AI to track project milestones?

Your AI pulls your milestone list and compares it against recent test runs to identify missed deadlines or upcoming targets. You get a clear view of where your testing stands relative to your project schedule.

Project outcomes

What you get from your AI

The AI processes your test data to produce these specific outcomes.

TIMELINE

Milestone visibility

The AI identifies all active milestones in your project. You'll know exactly what stages are defined and what's left to hit.

STATUS

Progress tracking

By looking at recent test runs, your AI determines if you've actually met the requirements for a specific milestone.

DRIFT

Deadline alerts

The AI flags when test results suggest a milestone is slipping past its scheduled date. You'll see the gap between reality and your plan.

HUMAN

Decision support

The AI provides the data, but you decide how to adjust your roadmap. It highlights the risks so you can act.

The workflow

What your AI does when the data arrives.

The AI follows a logical path from reading your schedule to analyzing your actual testing progress.

  1. Fetch the schedule

    The AI starts by pulling a complete list of your project's defined milestones.

    list_milestones

  2. Gather test history

    It looks up the recent test runs to see what has been completed lately.

    list_test_runs

  3. Inspect specific results

    The AI digs into the details of individual test runs to verify if they passed or failed.

    get_test_run_details

  4. Compare and report

    The AI compares the milestone requirements against the test results to tell you if you're on schedule.

    get_test_run_details

Try it

Copy these to start.

Paste these directly into your chat to begin.

Starting points

These are basic prompts. Swap out the project names or milestone IDs with your actual data.

TestMonitor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_oUSR4BtkMlXIV58CHABZT39Yq2DSP4r9MO0hKGi4/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 — TestMonitor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "testmonitor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_oUSR4BtkMlXIV58CHABZT39Yq2DSP4r9MO0hKGi4/mcp"
    }
  }
}
Copy into chat04

  • List all current milestones for the 'Mobile App v2' project.

  • Check the status of the 'API Integration' milestone against recent test runs.

  • Are we on track for the 'Beta Release' milestone based on the last three test runs?

  • Show me the details for the most recent test run in the 'Core Engine' suite.

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

Start here

Connect TestMonitor once, then ask.

Just click the link to connect. Your credentials stay encrypted and secure, and you can immediately start asking questions in your preferred AI client.

Connect TestMonitor to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my milestone dates?

    No. The AI can only read your milestones and test data. You must update dates manually in your testing tool.

  • 02

    Does the AI delete failed test runs?

    No. The AI only retrieves information. It has no permission to delete or modify any test data.

  • 03

    How does the AI know if a milestone is met?

    It looks at the test runs associated with that milestone and checks if the results match the expected success criteria.

  • 04

    Can I ask about specific test failures?

    Yes. Once the AI has listed the test runs, you can ask it to pull the specific details for any failed run.

  • 05

    Will the AI notify my team automatically?

    No. The AI only responds to your direct prompts in your AI client. It does not send outbound notifications.

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

Connect TestMonitor to Claude, Cursor, ChatGPT & more