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@wen.kai842:

wen kai
wen kai
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Thursday 10 September 2026 10:40:34 GMT
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Your rate limiter says 100 requests per minute. A user just sent 200 in two seconds — and broke no rules. That's the fixed window counter. It resets on the clock, so anyone who sends 100 at 12:04:59 and 100 more at 12:05:00 sails straight through. Meanwhile the user who spent their quota at the top of the minute sits blocked for 59 seconds. Same limit. Completely different experience. The token bucket fixes it by never resetting. 100 tokens, one per request, refilled continuously at ~1.67/sec. Burst if you've saved up, then slow to the refill rate. No magical reset when the clock ticks over. And once you're on 20 servers, the counter can't live in memory — it lives in Redis, and you only ever store two values: how many tokens are left, and when that was last true. Stop thinking
Your rate limiter says 100 requests per minute. A user just sent 200 in two seconds — and broke no rules. That's the fixed window counter. It resets on the clock, so anyone who sends 100 at 12:04:59 and 100 more at 12:05:00 sails straight through. Meanwhile the user who spent their quota at the top of the minute sits blocked for 59 seconds. Same limit. Completely different experience. The token bucket fixes it by never resetting. 100 tokens, one per request, refilled continuously at ~1.67/sec. Burst if you've saved up, then slow to the refill rate. No magical reset when the clock ticks over. And once you're on 20 servers, the counter can't live in memory — it lives in Redis, and you only ever store two values: how many tokens are left, and when that was last true. Stop thinking "100 per minute." Start thinking: how big a burst do I allow, and how fast does that capacity come back? #systemdesign #backend #softwareengineering #coding #ratelimiting
Can’t wait for our wedding in 12 days🥲🥺❤️ #pov #couples #highschoolsweethearts
Can’t wait for our wedding in 12 days🥲🥺❤️ #pov #couples #highschoolsweethearts
#shukunda
#shukunda


ဘယ်လောက်တောင်အေးချမ်းလိုက်မလဲဗျား 🍀 #myanmartiktok🇲🇲🇲🇲 #shansta #nayintonature #fypシ
ဘယ်လောက်တောင်အေးချမ်းလိုက်မလဲဗျား 🍀 #myanmartiktok🇲🇲🇲🇲 #shansta #nayintonature #fypシ
#vellprest : bismillah moga aja ke ACC🗿 #clanuzumaki #fyp #masukberanda #presetalightmotion🎟️
#vellprest : bismillah moga aja ke ACC🗿 #clanuzumaki #fyp #masukberanda #presetalightmotion🎟️

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