Handling Test Failures Gracefully: Logging, Reporting & Debugging in TestBot

Priyadharshini P
Design Engineer
15 September, 2025
Mastering Test Data in Embedded Automation

In the world of embedded systems, a test passing is a reason to celebrate. But a test failure is a learning opportunity—a chance to uncover a bug, understand a system's limits, and improve product quality.

At TestBot, our philosophy isn't just about finding bugs; it's about providing you with the tools to diagnose, understand, and fix them efficiently. This blog post delves into how TestBot helps you handle test failures gracefully through robust logging, comprehensive reporting, and powerful debugging features.

The Anatomy of a TestBot Failure

A test failure in TestBot is more than just a red X on a dashboard. It's a structured piece of data that provides a detailed narrative of what went wrong. When an assertion fails or an unexpected exception occurs, TestBot automatically captures and collates critical information from its agents.

Let's consider a simple scenario: A test case for a smart thermostat fails to set the temperature to 25°C.

The Test: Assert.assertEquals(thermostat.get_temperature(), 25)

The Result: The actual temperature read is 22°C.

Instead of a simple "Failure" message, TestBot's reporting system provides a rich context.

1. Robust & Granular Logging

Logging is the bedrock of debugging. A good log tells a story, and a great log provides a play-by-play of the entire execution, allowing you to pinpoint the exact moment of failure. TestBot's agent-based architecture ensures that logging is granular and traceable.

Each agent—whether it's the ModbusAgent communicating with the thermostat or the GPIOAgent controlling a relay—generates its own log. All these logs are then timestamped and collated by the central TestBot Server.

What's captured?

  • Agent-specific data: The ModbusAgent log would show the Modbus command sent (WRITE_REGISTER 0x100 to 25) and the response received from the device.
  • System-level events: Logs also capture events like device connection status, agent startup/shutdown, and any exceptions.
  • Screenshots: For UI tests, TestBot can automatically capture a screenshot at the point of failure, providing a visual cue of the application state.

This multi-faceted logging approach allows you to trace a failure from the high-level application layer down to the low-level hardware communication, providing a complete picture of the fault.

2. Comprehensive & Actionable Reporting

TestBot's reporting is designed to be executive-friendly and developer-friendly simultaneously. A glance at the dashboard tells you the overall health of your test suite, while a drill-down into a specific report provides all the necessary details for debugging.

The HTML/PDF reports generated by TestBot include:

  • Summary: A high-level view of pass/fail counts.
  • Test Case Breakdown: A list of all test cases, with clear pass/fail status.
  • Step-by-step Traceability: This is where the magic happens. For a failed test, you can see the sequence of test steps leading up to the failure. Each step is annotated with its result and associated logs.
  • Captured Artifacts: Screenshots, serial captures, and other data collected during the test are attached to the report.

This structured reporting eliminates the back-and-forth of "I can't reproduce the bug" by providing a definitive snapshot of the system at the time of the failure. The report becomes a collaborative artifact—a bug report in itself—that can be easily shared with development teams.

3. Integrated Debugging Capabilities

Beyond static logs and reports, TestBot provides dynamic tools to debug on the fly. Since TestBot can be deployed in a distributed manner, you can connect to a remote agent and interact with it in real-time.

  • Real-time Dashboard: The Test UI & Dashboard provides a live view of the test execution. You can watch tests run, see logs stream in, and monitor device parameters as they change.
  • Device Configuration: Before re-running a failed test, you can use the UI to check and configure the device under test (e.g., set a specific register value or toggle a pin) to replicate the failure state.
  • Python Mode for Quick Iterations: If a test fails in Codeless Mode, a developer can switch to Python Mode to quickly write a small script that re-runs the problematic steps. This allows for rapid iteration and debugging without having to re-execute the entire test suite. The APIs available in Python mode give you direct control over the agents, allowing for deep dives into the protocol level.

Conclusion

A test failure is not a setback—it's an opportunity. TestBot ensures you make the most of this opportunity by turning a frustrating failure into a clear, actionable, and traceable event.

By unifying logging, reporting, and debugging into a single, cohesive platform, we provide development and QA teams with the clarity they need to address issues swiftly and confidently.

This is how you handle test failures gracefully, turning every red mark on your dashboard into a steppingstone towards a more robust and reliable product.

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