A systematic debugging loop designed to help developers identify, isolate, and create reliable reproductions of software bugs. This loop iterates through test creation, execution, and analysis until a consistent reproduction of the issue is achieved, enabling effective root cause analysis and resolution.
Create a reliable and minimal reproduction of a software bug through iterative testing and analysis
Iterate through test creation and execution until a bug can be consistently reproduced
Identify the Bug
Provide detailed information about the bug, including symptoms, error messages, and affected components
Run Check Command
Execute 'repro test' to attempt to reproduce the bug with existing tests
Inspect Results
Analyze test output and system behavior to determine if the bug was reproduced
Refine Tests
Modify or create new test cases based on analysis to improve reproduction chances
Repeat Until Exit
Continue the loop until the exit condition is met: 'Reproduction exists'
Bug Identification
Analyze user-provided bug description and context to understand the problem space
Debugging
This loop guides you through reproducing a reported bug, identifying its root cause, implementing a fix, and verifying the solution through automated testing. The agent will iteratively work to resolve the issue while maintaining system integrity.
Debugging
This loop analyzes application error logs to identify and fix recurring errors, reducing their frequency over time through iterative debugging and targeted code improvements.
Debugging
A coding agent loop designed to diagnose and resolve production incidents through iterative investigation, targeted fixes, and continuous health monitoring until system stability is restored.
Context Gathering
Collect relevant logs, error messages, recent changes, and environmental factors that may influence the bug
Test Case Creation
Develop initial test scenarios aimed at triggering the described bug behavior
Check Execution
Run the 'repro test' command with created test cases to observe system behavior
Result Inspection
Examine test output, logs, and system state to determine if the bug was successfully reproduced
Analysis and Refinement
If not reproduced, analyze failures and refine test cases to better target the bug conditions
Iteration Decision
Decide whether to continue iterating or terminate based on iteration count and exit condition
Start the "Bug Until Reproduced" loop. Goal: Create a reliable and minimal reproduction of a software bug through iterative testing and analysis Max iterations: 10 Between iterations run: repro test Exit when: Reproduction exists Start the 'Bug Until Reproduced' loop by providing a detailed bug description including error messages, expected vs actual behavior, and any relevant context such as recent code changes or specific conditions that trigger the issue. Self-pace this loop. After each iteration, run `repro test` and evaluate the output, and only continue if the exit condition is not met (Reproduction exists). Stop when the exit condition passes or 10 iterations are reached. Give a short status update each pass.
