Superpowers vs Plain Old Debugger in Explyt
An AI agent can follow a debugging checklist and still miss the bug. The question I kept coming back to was simple: who ran the experiment? I interviewed our users, mostly senior developers. In those interviews, debugging a hard problem came up most often. In practice, the investigation is still manual: a developer supplies logs, sets breakpoints, tests a theory, and pastes the result back into…
Superpowers and Explyt are two AI tools designed to assist in debugging software issues, but their effectiveness varies significantly. A recent experiment demonstrated that Explyt, with its built-in debugging skill, required only 67,000 tokens to solve a specific bug, whereas Superpowers consumed 132,000 tokens for the same task. This stark contrast highlights the efficiency of Explyt's approach.
The bug in question stemmed from a protected Windows directory that caused a coroutine crash in a Kotlin project. The issue originated from a section of code that attempted to list a directory, triggering an "AccessDeniedException" when the IDE process lacked the necessary permissions. This unhandled exception propagated up the call stack, making it difficult for developers to pinpoint the root cause.
When using Superpowers, the AI agent followed a predefined debugging checklist. It started by scanning the log and stack trace, then moved on to examining the source code for potential issues. However, it stopped short of setting a debugger breakpoint or examining the values at the moment of failure. The proposed fix involved wrapping the directory listing in a try/catch block, which may have masked the underlying problem, altering the behavior of the application in unexpected ways.
In contrast, Explyt utilized the JetBrains debugger to investigate the issue more thoroughly. By setting a breakpoint on the problematic line of code, Explyt was able to observe the actual values and state of the program at the point of failure. This hands-on approach allowed Explyt to identify that the directory listing was failing due to permission issues, and it could provide a more accurate and actionable fix.
The key takeaway from this experiment is the difference between following a rigid debugging checklist and employing a systematic, evidence-based approach. While Superpowers adhered strictly to its scripted steps, Explyt leveraged the power of the debugger and the IDE to gather concrete evidence and root out the exact cause of the issue. The result was a more targeted and effective solution that addressed the true nature of the bug, rather than simply appearing to fix the symptom.
In conclusion, the choice between Superpowers and Explyt ultimately comes down to the desired debugging experience. Superpowers offers a more structured, checklist-driven approach, while Explyt provides a more interactive, hands-on debugging experience that can lead to faster and more accurate resolutions. For developers seeking a more efficient and effective debugging process, Explyt appears to be the superior choice.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
