Scoreboard 181 Dev Access

: React’s useEffect was triggering on every score change instead of batching. Fix : Use a throttled subscription:

Traditional patching cycles are too slow when an AI can find the same bug 181 times without tiring. scoreboard 181 dev

body background: radial-gradient(circle at 20% 30%, #0a0f1e, #03060c); min-height: 100vh; display: flex; justify-content: center; align-items: center; font-family: 'Segoe UI', 'Fira Code', 'JetBrains Mono', 'SF Mono', monospace; padding: 1.5rem; : React’s useEffect was triggering on every score

GET /api/v3/scoreboard/181/dev/summary

<div class="dev-footer"> <span>🔧 181 dev arena — click +/- to update scores</span> <span id="lastAction">✨ ready >_</span> </div> </div> font-family: 'Segoe UI'

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