Monitoring Coverage Builder

Goal

Add missing monitoring

How to Run

Run this loop in your preferred coding environment to automatically strengthen monitoring coverage across your application.

1. 01

   Start the Loop

   Initiate the Monitoring Coverage Builder loop in your environment (e.g., Cursor, Claude Code).

2. 02

   Allow Autonomous Execution

   Let the agent run the coverage audit, analyze results, and implement monitoring improvements.

3. 03

   Review Progress

   At each iteration, review the coverage improvements and ensure they align with your project's monitoring goals.

4. 04

   Exit on Threshold

   The loop will automatically exit once the monitoring coverage threshold is satisfied.

Workflow Steps

1. 01

   Run coverage audit command to assess current monitoring coverage

   Execute 'coverage audit' to generate a report of uncovered monitoring paths, endpoints, or events.

2. 02

   Analyze coverage gaps

   Identify specific areas in the codebase lacking monitoring instrumentation based on the audit results.

3. 03

   Implement monitoring solutions

   Add appropriate monitoring (logs, metrics, traces) to address the identified gaps in code and configuration.

4. 04

   Re-run coverage check

   Execute the coverage audit again to verify the improvements made and measure progress toward threshold.

5. 05

   Evaluate exit condition

   If the coverage threshold is met, exit the loop; otherwise, repeat steps 1-4 up to the maximum iterations.

Start the "Monitoring Coverage Builder" loop.

Goal: Add missing monitoring
Max iterations: 10
Between iterations run: coverage audit
Exit when: Coverage threshold reached


Begin by running the 'coverage audit' command to assess the current state of monitoring coverage in this codebase. Analyze the output to identify specific gaps in monitoring, then systematically add appropriate monitoring solutions (such as logging statements, metric collections, or trace instrumentation) to improve coverage. After each set of changes, re-run the coverage audit to measure progress. Continue this cycle until the defined coverage threshold is reached or the maximum number of iterations (10) is completed. Use the coverage audit script provided in the tools directory if available, otherwise create a simple Python script to measure monitoring coverage percentage.

Self-pace this loop. After each iteration, run `coverage audit` and evaluate the output, and only continue if the exit condition is not met (Coverage threshold reached). Stop when the exit condition passes or 10 iterations are reached. Give a short status update each pass.