The practical shift here is that agent debugging becomes a first-class engineering discipline, not an occasional chore: slow runs, poor outputs, high token costs and non-deterministic execution paths all need systematic diagnosis. Practitioners building on agent frameworks can use tools like these two plugins to inspect decision points, fork alternative paths, and refine context organisation or harness architecture. Compared with traditional breakpoint debugging on live processes, this reframes debugging around decisions rather than code.