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Hit an unexpected 'rate limit' message while creating Studio Ghibli-style images on ChatGPT? You weren't alone.This is a great example of API traffic management techniques like Rate Limiting and Throttling. โก๏ธRate Limiting - Sets a hard cap; requests are blocked ๐ซ once the limit is reached until the timer resets โ like being locked out after too many wrong password attempts. - Prevents abuse, ensures fair usage, and protects servers from overload. โก๏ธThrottling - Queues or delays excess requests โณ, processing them at a controlled pace. Queued requests may eventually be rejected if delayed too long. Example: Rate Limiting is like riding 5 rollercoasters max ๐ข, while Throttling slows the queue by pacing rides. OpenAI used both to prevent GPU overload and ensure availability. Why use these? โ Prevent DDoS attacks โ Avoid server crashes โ Ensure responsiveness for all users

Jack of all trades, ...ย โขย 3d
Day 11 of becoming System Design Pro Still wrapping my head around rate limiting Is it a scaling issue? Algorithmic? Max-thread problem? When we already have vertical scaling, load balancing, consistent hashing.. why rate limit at all? #LearnInPu
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In the rapidly evolving digital landscape, APIs (Application Programming Interfaces) serve as essential connectors among software applications, enabling seamless communication between systems. However, their accessibility also makes them prime target
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๐ Should India Start Charging Fees for High-Value UPI Transactions? UPI is a world-class digital payments system โ fast, free, and inclusive. But there's a hidden cost: ๐ธ Infra cost of โน0.10โโน0.30 per transaction ๐ฆ Over โน1,000 crore/month just t
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Fine-tune vs Prompt vs Context Engineering. Simple step-by-step breakdown for each approach. ๐๐ถ๐ป๐ฒ-๐ง๐๐ป๐ถ๐ป๐ด (๐ ๐ผ๐ฑ๐ฒ๐น-๐๐ฒ๐๐ฒ๐น ๐๐๐๐๐ผ๐บ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป) ๐๐น๐ผ๐: 1. Collect Data โ Gather domain-specific info (e.g., legal docs). 2. Sta
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Faad Networkย โขย 11m
It was great speaking at the Brand Capital, India (part of Benett Coleman & Co Limited (Times Goup)) town hall yesterday morning. ๐ I spoke about the growing Direct to Consumer (D2C) ecosystem in India, and teams from all over India joined. My top
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CHAIRMAN - BITEX IND...ย โขย 1y
๐ DAILY BOOK SUMMARIES ๐ ๐ DIRECT FREE E-BOOK DOWNLOAD LINK AVAILABLE โ https://drive.google.com/file/d/1Xp4iDEPyMi8Vw7arhtmRLzh_ztZYMBCW/view?usp=drivesdk ๐ฅ The lean Machine ๐ฅ ๐ 20 Lessons By ๐ โจ Dantar P. Oosterwal โจ 1. Lean Princi
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Started from a village in Bangalore and built a hospital chain worth 3320 CR. 1. Born in a village near Bengaluru, Dr Kishore Kumar made everyone proud when he earned his fellowship in Neonatal ICU in Australia and his MBA in Healthcare Delivery fro
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How did Wingify survive with no funding for 15 years and get acquired for 1660 CR? 1. In 2009, Paras Chopra, a biotechnology graduate passionate about coding, set out to build a successful software company. His research led him to A/B testing, a tec
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