The self-healing deployment pipeline is an example of how AI can be used to streamline software development processes by automating error detection, triage, and fixes. The system's ability to focus on runtime changes and establish causal links between specific lines in the diff and observed errors reduces false positives and improves efficiency. However, the success of this approach relies heavily on the accuracy and reliability of the underlying AI models, particularly the triage agent. Pattern...