Microsoft BOXBOX lets agents hot-reload their own harness mid-run
The non-obvious shift here is treating the agent harness as a live, mutable component rather than a fixed artifact frozen before deployment. Teams running multi-hour agent workloads — long coding jobs, research pipelines, infrastructure automation — can apply this pattern to let the agent adapt its own scaffolding without losing session state. It is most relevant to agent framework builders who currently restart or re-prompt when harness limits surface mid-run.