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Agent tool expansion and system controllability
阅读The more tools there are, the stronger the actions. What really determines whether the system is controllable is state convergence, permission boundaries and failure fallback.
Boundary division of logs, indicators and Tracing
阅读Indicators are responsible for discovering anomalies, Tracing is responsible for narrowing the path, and logs are responsible for restoring the scene; mixing the three will only increase the cost of troubleshooting.
Cache hit rate and cache policy quality
阅读The hit rate is only a result indicator. What really determines the system cost is the failure mode, return pressure and error propagation radius.