Full Fix: Scoreboard 181 Dev

For a scoreboard to feel "live," traditional HTTP polling (asking the server "any updates?" every second) is too chatty and inefficient. A full-stack implementation leverages WebSockets (or Server-Sent Events) to push updates instantly. The moment Player A scores, Player B sees it. No refresh required.

Here is a technical article structured for a software release note, developer blog, or user announcement. scoreboard 181 dev full

: The toolset is designed to benchmark how quickly a "dev" system can converge on known bugs. It has demonstrated the ability to identify critical vulnerabilities faster than a human researcher can navigate a complex system card. Register Control For a scoreboard to feel "live," traditional HTTP