Best AI Debugging Skills of 2026: A Roundup
5 AI skills that actually find bugs, compared from their source: diagnosing-bugs loop, TDD seams, code-review axes, prototype flow, and the regression trap.
Microsoft’s azure-diagnostics skill (553,878 installs) triages App Service, AKS, VM, and messaging outages via AppLens MCP. Pack-curve audit inside.
A methodical debugging framework that isolates root causes through hypothesis-driven investigation and targeted fixes for complex software issues
5 AI skills that actually find bugs, compared from their source: diagnosing-bugs loop, TDD seams, code-review axes, prototype flow, and the regression trap.
AI-generated code can hide bugs in unexpected places. I used a systematic debugging methodology to find a root cause that had stumped me for hours.