AI-assisted debugging with evidence
On This Lesson 4 topics
This lesson is planned. The outline below lists the topics it will cover. The full lesson has not been published yet.
In this lesson
use AI to form hypotheses, then prove them.
Planned topics
- Give the stack trace, relevant log lines (trace id), and what changed recently.
- Ask for several ranked hypotheses and how to test each; not for a patch.
- Confirm with evidence: reproduce, add a log or metric, check the profile.
- Only change code once a hypothesis is confirmed.
- Write a regression test that fails before the fix.
Draft outline details
Demonstration
a hypothesis table: cause, evidence for, test, result.
Check your understanding
What do you do before applying an AI-suggested fix?
Show answer
Confirm the cause with evidence and reproduce the bug.
Practice
Apply this lesson with the module's lab, exercises and quiz.
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