#Scalability

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#Scalability Reel by @andreswifitv (verified account) - . @chantel_elloway breaks down her 3 non-negotiables before investing: the people behind the project, its scalability, and timing. Because great ideas
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@andreswifitv
. @chantel_elloway breaks down her 3 non-negotiables before investing: the people behind the project, its scalability, and timing. Because great ideas only matter when the world is ready for them. 🎧 The OGs powered by @pepperstone_ar . Watch the full episode, link in Bio. Pepperstone is fully regulated broker, which makes it a platform you can trust - if you want to get started, use my referral link in the bio. . . . Disclaimer: CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 80% of retail investor accounts lose money when trading CFDs with this provider. You should consider whether you understand how CFDs work, and whether you can afford to take the high risk of losing your money. Refer to our RDN and other legal documents. Pepperstone Markets Limited, SCB no. SIA-F217.
#Scalability Reel by @sundaslovescoding - Scalability in System Design is not equal to fast. #webdevelopment #javascript #sundaslovescoding #programming #coding
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@sundaslovescoding
Scalability in System Design is not equal to fast. #webdevelopment #javascript #sundaslovescoding #programming #coding
#Scalability Reel by @piyushbhatnagar.ai - Your users grew from 1K → 100K… and suddenly your LLM bill is 100x 😨 Here's how to reduce cost like a real system designer 👇 ➡️ Caching (BIGGEST W
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@piyushbhatnagar.ai
Your users grew from 1K → 100K… and suddenly your LLM bill is 100x 😨 Here’s how to reduce cost like a real system designer 👇 ➡️ Caching (BIGGEST WIN) Cache frequent queries + responses (Redis) → avoid repeated LLM calls ➡️ Use Smaller Models Not every request needs GPT-4-level power → use smaller/cheaper models when possible ➡️ RAG instead of Fine-Tuning Retrieve only relevant context → reduce tokens sent to LLM ➡️ Prompt Optimization Shorter, cleaner prompts → fewer tokens = lower cost ➡️ Batching Requests Process multiple requests together to reduce API overhead ➡️ Streaming + Early Exit Stop generation when answer is sufficient ➡️ Rate Limiting Prevent unnecessary/spam usage ➡️ Async Processing Queue non-critical requests instead of real-time calls ➡️ Token Monitoring Track input/output tokens → find cost-heavy endpoints ➡️ Hybrid Architecture Use rules, search, or traditional backend before calling LLM ➡️ User Tiering Free vs paid users → control usage limits ➡️ Fine-tune / Distill Models Train smaller models for your specific use case Real system design = not just scaling users, but scaling cost efficiently 🔥 Comment “design” to get the full system design roadmap in your DM 📩 #systemdesign #scalability #softwarearchitecture #distributedsystems #faang developer tech technology techlife corporatelife techcareer careergrowth learning growth engineer computerscience csstudents engineeringstudent developersindia techindia codinglife programmerlife learncoding codeeveryday problemSolving logicalthinking interviewprep jobprep placements techjobs productbasedcompany mnc bigmnc faang paypal lifeatpaypal google microsoft amazon meta adobe sde sde1 sde2 backenddeveloper frontenddeveloper fullstackdeveloper python java cpp javascript nodejs reactjs scalability datastructures algorithms leetcode dsaquestions leetcodeproblems codingpractice machinelearning artificialintelligence ai datascience cloud aws devops 100daysofcode codingmotivation interviewtips resume resumebuilding careergoals dreamjob highpayingjobs internships offcampus oncampus freshers techskills reelitfeelit explorepage explore
#Scalability Reel by @sairamuppugundla (verified account) - What happens when your code has to handle millions of users at once? 🌍 That's the real test in product-based interviews. It's not just about the r
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@sairamuppugundla
What happens when your code has to handle millions of users at once? 🌍 That’s the real test in product-based interviews. It’s not just about the right answer it’s about how you handle the pressure. Recruiters are looking for: ✅ Scalability Thinking: Can your solution grow as traffic increases? ✅ Confidence Under Fire: How you react when the problem gets tougher. ✅ System Knowledge: Understanding servers and infrastructure to manage high loads. ✅ Coding Mastery: Strong fundamentals are your ticket to these high-level rounds. Success takes focus. Give it 6 months of dedicated effort, and the results will follow. 📈 Want the full step-by-step roadmap? Comment 'PFS' below and I’ll send it straight to your inbox! 📥 #ProductBasedCompanies #CodingInterviews #TechCareer2026 #InterviewHacks #DevLife [ Product-based company interview questions Scaling applications for millions of users Technical interview preparation for developers System design and scalability concepts How to handle technical interview pressure ]
#Scalability Reel by @codeandcomplexity - 🚨 API fast in US (100ms) but slow in India (2s)? Welcome to the - global latency problem🌍 Here's how top engineers fix it 👇 ⚡ Step 1: Deploy serv
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@codeandcomplexity
🚨 API fast in US (100ms) but slow in India (2s)? Welcome to the - global latency problem🌍 Here’s how top engineers fix it 👇 ⚡ Step 1: Deploy servers closer to users → India users hit India servers → US users hit US servers ⚡ Step 2: Add CDN → Cache responses near users → No need to hit backend every time ⚡ Step 3: Smart caching (Redis / Gateway) → Avoid repeated DB calls → Faster responses 🚀 ⚡ Step 4: Database replication → Reads from nearest DB → Writes stay centralized ⚡ Step 5: Geo routing → Route user → nearest server automatically ⚡ Step 6: Optimize APIs → Smaller JSON → Compression (GZIP) → HTTP/2 Comment “link” 🔥 This is what real system design looks like. #systemdesign #backend #developer #springboot #scalability tech coding programming softwareengineer faang
#Scalability Reel by @samriddhisdiary - If you aren't looking at these 5 things, you aren't truly analyzing a business - 1. Customer Segment 2. Problem/Solution Fit 3. Revenue Strategy 4. C
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@samriddhisdiary
If you aren’t looking at these 5 things, you aren’t truly analyzing a business - 1. Customer Segment 2. Problem/Solution Fit 3. Revenue Strategy 4. Competition 5. Scalability Don’t just watch the market, understand it. Save this for the next time you’re evaluating a new venture and comment “Notes” for the handwritten notes, resources, YouTube links and websites. Join me in this journey and get the most out of your summer, it’s never too early or too late to start learning and this is your chance. Day 1 of 30 #businesshacks #scaleup #strategicthinking #investmenttip (Mba, Bba student, business education, student entrepreneur, self mba, independent mba, business tips, business analysis, 30 day challenge)
#Scalability Reel by @ai.principles - $150 Million ARR with 1 Employee Vinod Khosla, billionaire venture capitalist and co-founder of Sun Microsystems, highlights how AI and automation ca
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@ai.principles
$150 Million ARR with 1 Employee Vinod Khosla, billionaire venture capitalist and co-founder of Sun Microsystems, highlights how AI and automation can enable companies to reach massive revenue with minimal headcount. Known for backing transformative tech startups, Khosla points to a future where software, leverage, and intelligent systems allow a single operator to build highly scalable businesses. A perspective on capital efficiency, automation, and the changing nature of company building. #vinodkhosla #venturecapital #aibusiness #automation #startups #scalability #entrepreneurship #technology #innovation #futureofwork
#Scalability Reel by @riteshbiswas.in - I learn System Design without getting overwhelmed. [system design, learn system design, system design interview, backend design, scalability, high le
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@riteshbiswas.in
I learn System Design without getting overwhelmed. [system design, learn system design, system design interview, backend design, scalability, high level design, low level design, requirements, api design, database schema, caching, load balancer, rate limiting, message queue, microservices, monolith, trade offs, architecture diagram, design patterns, distributed systems, sharding, replication, reliability, latency] #systemdesign #backend #softwareengineering #coding #programming
#Scalability Reel by @codemeetstech (verified account) - This is a classic performance optimization interview question. How will you reduce API response time from 10 seconds to 2 seconds? 1️⃣ Measure first
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@codemeetstech
This is a classic performance optimization interview question. How will you reduce API response time from 10 seconds to 2 seconds? 1️⃣ Measure first, don’t guess Identify where time is spent — DB? Network? External API? CPU? 2️⃣ Optimize database queries Add indexes, remove N+1 queries, avoid unnecessary joins. 3️⃣ Add caching Cache frequently requested data using Redis or in-memory cache. 4️⃣ Make calls asynchronous Move heavy processing to background jobs. Return response early if possible. 5️⃣ Reduce payload size Send only required fields. Compress response if large. 6️⃣ Parallelize external calls Instead of sequential requests, execute them concurrently. 7️⃣ Scale horizontally if needed Add more instances behind load balancer if CPU-bound. { PerformanceOptimization, BackendEngineering, SystemDesign, Scalability, Debugging, InterviewPrep } #BackendEngineering #SystemDesign #Performance #Scalability #TechExplained
#Scalability Reel by @guviofficial (verified account) - AI Integration Skills → Understand how to use OpenAI and similar APIs to build intelligent, real-time solutions. Product Thinking → Build features
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@guviofficial
AI Integration Skills → Understand how to use OpenAI and similar APIs to build intelligent, real-time solutions. Product Thinking → Build features with the end-user and scalability in mind, not just code. Backend Framework Mastery → Proficiency in tools like Spring Boot to build robust APIs and backend logic. Database Management → Comfort with both MySQL (relational) and MongoDB (NoSQL) to handle real-world data needs. Frontend Excellence → Skill in React JS, Tailwind, HTML, CSS, JS to craft intuitive user experiences. Want to master all five in one go, with hands-on projects, real tools, and expert mentors? You already know where to begin. 😉 🔗 Link in bio. #techvideos #learntech #fyp #explorepage #instagood #aiintegration #techie #softwaredeveloper #genai #reactjs #fullstackdeveloper #buildinpublic #programminglife #codingbootcamp #jobready #learntocode #techskills(AI Integration, OpenAI Projects, Product Thinking, Backend Framework, Spring Boot, MySQL, MongoDB, Frontend Development, React JS, Tailwind CSS, Full Stack Skills, Tech Mentorship, Developer Tools, Job Ready Skills, Hands-on Coding, trending, techie, software developer, SDE course Gen AI)
#Scalability Reel by @dailyaiinformation - RAM prices are steadily rising with the AI surge. As models grow and data centers expand, memory demand keeps stacking up. It's no longer just about
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@dailyaiinformation
RAM prices are steadily rising with the AI surge. As models grow and data centers expand, memory demand keeps stacking up. It’s no longer just about compute RAM is becoming a central factor in performance, cost, and scalability. Every workload depends on it. And that demand compounds fast. When supply lags behind, prices respond This isn’t a short-term trend. It’s structural pressure from AI growth. In the AI era, memory is becoming one of the most valuable assets. Follow for more @dailyaiinformation #RAM #RAMPrices #AI #ArtificialIntelligence #Semiconductors #TechMarkets #DataCenters #CloudInfrastructure #AIInfrastructure #FutureOfTech
#Scalability Reel by @scaler_official (verified account) - "10 million real-money transactions in 2 minutes." In this episode of Scaler Pod, hosted by Jitendra Agrawal, Senior Vice President, Engineering @jio
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@scaler_official
“10 million real-money transactions in 2 minutes.” In this episode of Scaler Pod, hosted by Jitendra Agrawal, Senior Vice President, Engineering @jiohotstar, we’re joined by Rajat Bansal, CTO @ Games24x7, to discuss what it takes to engineer systems that can scale to millions, while keeping user trust and safety at the core. Watch the full video on our Youtube channel. Comment below for the link 👇🏼 [systems design, scalability, real-time engineering, gaming tech, India startups, Java vs Golang, Games24x7 CTO, Scaler Pod] #SCALER #scalerpod #techpodcast #scalability #engineering #gaming

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#Scalability é uma das tendências mais envolventes no Instagram agora. Com mais de 75K postagens nesta categoria, criadores como @dailyaiinformation, @codeandcomplexity and @riteshbiswas.in estão liderando com seu conteúdo viral. Navegue por esses vídeos populares anonimamente no Pictame.

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