Apr 15, 2026

Generating code is fast, but the really expensive thing is to quietly change the issue of "who is responsible for checking"

Apr 9, 2026

What really gets out of control first is when conflicting evidence, expired documents, and content with inconsistent permissions enter the context together. The answer begins to become complete, but the chain of evidence becomes loose.

Apr 8, 2026

What is really difficult to collect is whether the cancellation signal can pass through the Task, bridging layer and side effect boundaries, and do not let the old results be fed back on the page

Apr 7, 2026

How many times will the same data be retrieved, at which level it will be covered, and who will stop it after an error occurs. Determine whether the front-end solution will be written messily earlier than "how much faster is the first screen?"

Apr 2, 2026

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.

Apr 2, 2026

What is really difficult to manage is that local cache, memory state, remote packet return and UI derived state are all secretly writing the "truth"

Apr 2, 2026

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.

Apr 2, 2026

When complexity is simply moved from large functions to the class hierarchy, configuration, and call chains, the system is usually not more maintainable.