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Akashdeep | Software Engineering

@akashcodeofficial

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How software works under the hood
Visual explanations for engineers
Backend • AI • Distributed Systems
📧 [email protected]

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Reneet result allen kota celebration allen director govind maheshwari sir ke song pr jhume kota students celebration ka maholl
#reneetresult #celebration #allenkota #explorenew #viralreels aryankelvin viralsong viralmoment rush allentopper kota topper reelitfeelit

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"CrashLoopBackOff" makes it sound like your app is broken, but half the time it's your probes lying to Kubernetes. A liveness probe firing too early during a slow startup will kill a perfectly healthy container and count it as a crash. The fix isn't more logging — it's understanding the difference between "not ready yet" and "actually dead," and configuring readiness and liveness probes to reflect that difference. Get this wrong and you'll chase phantom bugs for hours. Have you ever debugged a "crash" that turned out to be a probe issue? Tell me your worst one.
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#kubernetes #devops #k8s #cloudnativ
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#aaryankelvin

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The reality 🫵you should know.

#devops #kubernetes #ai #softwareengineer #engineering

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Reneet topper panshul bansal ne kamaal kr diya hame to koi nahi puch raha inke hi piche pad gaye hai sab
#reneet #topper #exploremore #aiimsrishikesh #allenkota

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Reneet ug 2026 topper panshul bansal 715/720
#reneet #neetug #topper #allenkota #exploreresult
Panshul bansal
Neet ug topper
Reneet topper
Allen topper
Kota topper
Air 1

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Hey bhagwaan reneet ka result ane wala hai iss baar to aiims ki seat pakki karw dena
#cat #explorenew #catmemes #aarti #reneet

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Kota coaching me etihasik alpha achiever orientation session 2026-27 kafi students ne liya admission #kotacoaching #orientation #explore #allen #reelstranding

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कोटा कोचिंग्स में एडमिशन की भीड़ लगी लोग काफी दूर-दूर से कोटा अपने बच्चों का सपना साकार करने के लिए यहां आए हैं
#kotacoaching #admission #explore #reelstrending #kotaexplore

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Ye bheed aiims Rishikesh ke doctors ki hai jo ki desh ke future hai congratulations all
#aiimsrishikesh #doctor #explore #reelstrending #mbbslife

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Dream11 pe IPL lineup aaya, captain change karna tha, app freeze ho gaya — tumhare saath bhi hua? 250 million users, AWS pe chal raha tha, phir bhi crash. Kyun? 👇
Yeh AWS slow tha isliye nahi hua. AWS hi galat tool tha is problem ke liye — aur Dream11 ne khud ka solution build kiya jo koi aur nahi kar raha tha.
Dream11 ka system design samjho — IPL 2026 mein 15 million concurrent users aur 100 million requests per second handle karta hai. Yeh kaise possible hai:
🔴 Problem 1 — Unpredictable Spike: IRCTC ka crash predictable tha — exactly 10 AM. Dream11 ka problem zyada hard hai. Lineup announce hote hi — Rohit out, Bumrah in — 1 crore log ek saath captain change karne daudते hain. Koi clock nahi. Koi warning nahi. Zero notice.
🔴 Problem 2 — AWS Too Slow: Standard AWS auto-scaling CPU aur memory dekh ke scale karta hai. 3 minute leta hai naye servers spin up karne mein. Dream11 ka IPL lineup spike sirf 2 minute ka hota tha. Tab tak match shuru, app crash, contest gaya.
🔴 Fix 1 — Custom Scaler: Dream11 ne khud ka "Scaler" banaya. AWS ka wait nahi — ML model IPL match se 5 din pehle traffic predict karta hai. Konsa match important hai, kitna traffic aayega, servers pehle se ready. Bangalore, Mumbai, Delhi — har city ka traffic pattern alag model karta hai.
🔴 Fix 2 — Rate Limiter: Team lock requests directly server pe flood nahi hoti. Queue mein controlled flow. 1 crore requests ek saath nahi — ek disciplined line mein.
🔴 Fix 3 — Read Write Split: Player stats check karna (read) aur team lock karna (write) — dono ek hi database pe tha. Dream11 ne split kiya. Redis se reads, DB se writes. Server load aadha ho gaya.
Yeh wahi system design concepts hain jo Google, Amazon aur Flipkart interviews mein pooche jaate hain — traffic spike, rate limiting, horizontal scaling, read write separation.
System design interview mein "design a system for unpredictable traffic spikes" aaya toh yeh 3 fixes yaad rakhna — save karo 📌
DREAM11 comment karo — full architecture PDF DM bhejta hoon.

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20 जुलाई 2026 को RENEET का रिजल्ट आने वाला है सभी भविष्य के डॉक्टर को शुभकामनाएं
#reneet #futuredoctor #explorenew #reelsgrowth #reelstrand

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⚡ Everyone is talking about Vibe Coding...

But can it replace real Software Engineering? 🤔

AI can help you build faster.

Engineering helps you build better.

The future isn't AI vs Developers—it's Developers using AI. 🚀

👇 What's your opinion?

💬 Team Vibe Coding
👨‍💻 Team Software Engineering

Follow @upmanyucodes for more AI & developer content.

#VibeCoding #SoftwareEngineering #AI #Programming #upmanyucodes

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