• BEHAVIOR
  • LOGIC
  • INTEGRITY
  • HUMAN

How to audit interview event logs with your AI

Connect CoderPad to your AI client to turn raw session data into a clear picture of how a candidate actually solved a problem.

Ask AI about this page

Short answer

How can I audit CoderPad interview logs with AI?

Your AI pulls specific session IDs and their corresponding event logs to analyze typing cadence, code changes, and execution flow. You get a granular breakdown of the candidate's technical process. This analysis helps you spot patterns that a simple video recording might miss.

Audit outcomes.

Where the data lands.

The AI processes raw logs into these specific insights.

BEHAVIOR

Typing and cadence analysis

The AI examines event logs to see how a candidate builds logic. It identifies bursts of rapid typing versus long pauses during thought processes.

LOGIC

Execution flow review

By looking at code changes, your AI maps out the exact sequence of how a solution evolved from a blank screen to a finished product.

INTEGRITY

Plagiarism detection

The agent flags suspicious patterns, like large blocks of code appearing instantly, which suggests external help or copy-pasting.

HUMAN

Final candidate evaluation

The AI prepares a summary of the technical performance, but you make the final call on whether the candidate moves forward.

The workflow

What your AI does when the logs arrive.

The AI moves from finding the right session to analyzing the granular keystroke data.

  1. Identify sessions

    Your AI finds the specific completed interviews you want to review from your account history.

    list_coderpad_sessions

  2. Fetch event data

    The agent pulls the detailed sequence of typing actions and code executions for a chosen session.

    get_pad_event_log

  3. Analyze patterns

    The AI processes the raw timestamps and code snippets to identify how the candidate approached the problem.

    get_pad_event_log

  4. Summarize findings

    The agent organizes the technical observations into a readable report for your review.

    list_coderpad_sessions

Try it

Copy these to start.

Use these prompts to kick off an audit.

Starting points

These are starting points. Swap out the session IDs or names with your actual CoderPad data.

CoderPad Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_m9a6jeNPa79bwbhgxUSioMxUOtZqkz7dm8RPWRea/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 — CoderPad capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "coderpad-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_m9a6jeNPa79bwbhgxUSioMxUOtZqkz7dm8RPWRea/mcp"
    }
  }
}
Copy into chat04

  • List my recent CoderPad sessions so I can pick one to audit.

  • Get the event logs for session ID 12345 and tell me how the candidate's typing speed changed over time.

  • Look at the event logs for the last completed session and identify any moments where large blocks of code were pasted in.

  • Analyze the execution sequence in session ID 98765 to see how many times the candidate had to fix a syntax error.

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

Start here

Connect CoderPad 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 interview data.

Connect CoderPad to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the code in my CoderPad sessions?

    No. The AI only has permission to read logs and session lists. It cannot modify any data within CoderPad.

  • 02

    Can the AI delete completed interview sessions?

    No. The tools only allow for retrieving data, not deleting it.

  • 03

    Does the AI see the video recording of the interview?

    No. The AI only accesses the event logs, which contain code execution and typing data.

  • 04

    How does the AI know which session to audit?

    You tell it which session to look at, or you ask it to list your sessions so you can choose one.

  • 05

    Can I use this with any AI client?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

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

Connect CoderPad to Claude, Cursor, ChatGPT & more