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🫧💜 𝙼𝙸𝙻𝙻𝚈𝙱𝙾𝙾 💜🫧

@millydhon

3 months ago

Photo by 🫧💜 𝙼𝙸𝙻𝙻𝚈𝙱𝙾𝙾 💜🫧 on July 04, 2026.

Photo by 🫧💜 𝙼𝙸𝙻𝙻𝚈𝙱𝙾𝙾 💜🫧 on July 04, 2026.

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Posted On: July 4th 2026, 09:36 pm

Comments (16)

positivemind_positivemove

3 months ago

positivemind_positivemove

@millydhon come back soon lovely lady

bomwelllbad

3 months ago

bomwelllbad

Rrrr🔥🔥😍

timroy_

3 months ago

timroy_

😍😍😍❤️

2uitst

3 months ago

2uitst

😍😍

__worlhead

3 months ago

__worlhead

Jeeeeez😍

3 months ago

star.skull

😍🔥😍🔥 adorable much...😘💯

ar.wils

3 months ago

ar.wils

Oufff 😩😍

4eyes2fly_

3 months ago

4eyes2fly_

Auntieee😍

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🚨 Interview question: 10,000 bots are hammering your login API. How do you stop them without locking out real users?
Most people say "just block them." Here's why that fails 👇
❌ Blocking IPs doesn't work. The bots come from thousands of different IPs, each sending only a few requests, so no single source looks suspicious.
❌ Login is expensive on purpose. bcrypt is deliberately slow so attackers can't guess passwords quickly. But that means every fake attempt burns real CPU, and enough of them turns an attack into an outage.
❌ Rate limits don't catch it. Attackers use email and password pairs leaked from other sites, with only 1-2 tries per account. Your "5 attempts" rule never triggers.
❌ Lockouts backfire. Now attackers can lock real users out on purpose.
✅ The real fix: decide earlier. Put a cheap risk check in front of the expensive one, and only spend CPU on requests that look real.
What the risk check looks at:
🔹 TLS fingerprint: a real iPhone app and a Python script connect differently, even if both claim to be an iPhone
🔹 Failure rate: a client failing most of its logins is suspicious
🔹 Known device: have we seen this device before?
No single signal is enough, so you combine them and respond in proportion:
🟢 Low risk → straight through
🟡 Medium risk → CAPTCHA
🔴 High risk → dropped before it touches bcrypt
Real users barely notice. Bots get expensive. 💸
Interview answer in one line: score each request cheaply, challenge the doubtful ones, and protect the slow, expensive step behind them.
📌 Save this for your next system design interview
💬 Comment "SECURITY" if you want the next one on rate limiting
➕ Follow for more backend concepts explained visually
Hashtags:
#systemdesign #softwareengineering #backend #cybersecurity #codinginterview techinterview programming developer bcrypt webdevelopment learncoding computerscience botprotection apidesign tech