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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

Developed a backend of blogging application using Express js ,Node and MongoDB, allowing users to register, login, share blogs, and follow others. Implemented secure authentication with Session bases auth and bcrypt for hashing password, ensuring use

Reactive systems prioritize responsiveness, resilience and elasticity; a core challenge is back-pressure—controlling data flow so producers don’t overwhelm slower consumers. Techniques include buffering to smooth bursts, rate-limiting producers, prio

When I started freelancing, I thought success was simple: Send 100 Connection requests, & boom Clients would come flying in And I got a reality check in a month. Out of 100 requests, only 10 accepted, Out of 10, only 5 started conversation while C

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

🚀 Should India Start Charging Fees for High-Value UPI Transactions? UPI is a world-class digital payments system — fast, free, and inclusive. But there's a hidden cost: 💸 Infra cost of ₹0.10–₹0.30 per transaction 🏦 Over ₹1,000 crore/month just t

Fine-tune vs Prompt vs Context Engineering. Simple step-by-step breakdown for each approach. 𝗙𝗶𝗻𝗲-𝗧𝘂𝗻𝗶𝗻𝗴 (𝗠𝗼𝗱𝗲𝗹-𝗟𝗲𝘃𝗲𝗹 𝗖𝘂𝘀𝘁𝗼𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻) 𝗙𝗹𝗼𝘄: 1. Collect Data → Gather domain-specific info (e.g., legal docs). 2. Sta

4 different ways of training LLM's. I've given a simple detailed explanation below. 1.) 𝗔𝗰𝗰𝘂𝗿𝗮𝘁𝗲 𝗗𝗮𝘁𝗮 𝗖𝘂𝗿𝗮𝘁𝗶𝗼𝗻 (𝘀𝘁𝗲𝗽-𝗯𝘆-𝘀𝘁𝗲𝗽) Prepares clean, consistent, and useful data so the model learns effectively. 1. Collect text

Most people skip guardrails, their AI systems break. I’ve explained in a very simple way below. 1. 𝗜𝗻𝗽𝘂𝘁 & 𝗢𝘂𝘁𝗽𝘂𝘁 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀 This is the 𝗲𝗻𝘁𝗿𝘆 𝗮𝗻𝗱 𝗲𝘅𝗶𝘁 𝗰𝗵𝗲𝗰𝗸 of the system. • User input is checked for safety •

It was great speaking at the Brand Capital, India (part of Benett Coleman & Co Limited (Times Goup)) town hall yesterday morning. 🙌 I spoke about the growing Direct to Consumer (D2C) ecosystem in India, and teams from all over India joined. My top