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@softwaredeveloper.ai

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🧑‍💻Software eng @microsoft
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AI is getting smarter… but also more expensive. 💸🤖

Why use frontier AI models like OpenAI or Grok for simple tasks like summarization or classification?

Small Language Models + Edge Computing can handle many of these tasks while helping reduce AI computing costs.
That’s where ZeroGPU comes in — routing workloads across edge devices, edge servers and the cloud based on what the task needs.
💰 Save AI costs
⚡️ Efficient AI inference
🌐 Edge computing
🤖 Small Language Models
The future of AI might be the right model for the right task.
#artificialintelligenceai #artficialintelligence #ai #softwareengineer #softwareengineering LLM OpenAI Grok ChatGPT AIInfrastructure AIInference CloudComputing ZeroGPU Tech by @softwaredeveloper.ai

Update: The code got expired. Will create a new one with new code.

🚨 STOP PAYING for Vibe Coding Tools!
This Lovable Pro FREE for 3 Months offer is a game-changer for developers 🤯

Build full-stack apps using AI prompts 💻
Frontend ✅ Backend ✅ APIs ✅ Logic ✅
Perfect for MVPs, startup ideas, college projects, hackathons & side projects

📩 Want the working coupon?

➡️ Comment “LOVE”
➡️ I’ll DM you instantly ⚡️

💡 If you’re into:
• AI Coding
• System Design
• Full-Stack Development
• Frontend & Backend
• Software Engineering
• Generative AI & LLMs
• Programming Logic
• Encoding / Decoding
• No-Code & Low-Code Tools

This reel is for YOU 👀🔥

#softwareengineering #coding #vibecoding #aicoding #lovable by @softwaredeveloper.ai

Is JSON burning LLM money? 💸
Meet TOON (Token-Oriented Object Notation) — a model-first encoding designed to reduce token count, latency, and inference cost for LLMs and Generative AI systems.

JSON is great for APIs and backend services, but for LLMs, it introduces token overhead, redundant keys, and parsing noise. TOON optimizes data representation by making it compact, predictable, and tokenizer-friendly, improving performance in AI agents, prompt pipelines, and tool calls.

📌 JSON is not dead.
📌 TOON complements JSON at the LLM boundary.
📌 Same data, smarter encoding.

If you work in frontend, backend, system design, or AI engineering, this shift matters.

#Programming #SystemDesign #SoftwareEngineering #FrontendDevelopment #BackendDevelopment #Coding #ProgrammingLogic #JSON #LLMs #GenerativeAI #AIEngineering #Tokenization #Encoding #Decoding #agenticai by @softwaredeveloper.ai

A 110 millisecond delay exposed a North Korean cyber operation inside Amazon.

Attackers used U.S.-hosted corporate laptops operated remotely via VPN chains, RDP, and virtual KVM tools to appear as legitimate U.S. employees.

Amazon’s security systems flagged abnormal keystroke timing, analyzed network path latency, and confirmed remote-controlled endpoint behavior — leading to law enforcement action.

This is a textbook case of:

Behavioral anomaly detection

Latency fingerprinting

Remote access abuse

Supply-chain & insider-style threats

Cyber security

You can fake identity. You can’t fake physics.

#cybersecuritynews #usa #amazon #remotework #programming #hackingtools #SecurityEngineering #programming #systemdesign #northkorean by @softwaredeveloper.ai

Frontend devs, this is not just another bug 🚨
React2Shell (CVE-2025-55182) is a critical Remote Code Execution (RCE) vulnerability in React Server Components and Next.js.

Attackers can exploit unsafe deserialization to execute arbitrary code on the server — no authentication required.

If your app uses server-side React, you must:
✅ Patch immediately
✅ Audit dependencies
✅ Validate user input strictly

CVSS 10.0 means full server takeover is possible.

⚠️ Client-only React apps are safe.
⚠️ Server-side JavaScript is now backend infrastructure.

#reactjs #frontenddeveloper #javascripts #javascript #systemdesign #coding #programming #softwareengineering #peter #leetcode #aws #techreels by @softwaredeveloper.ai

🌍 AWS CloudFront is a game-changer in software development, coding, programming, system design, and cloud. It speeds up content delivery, reduces latency, scales globally, and secures apps. Every developer should understand CDNs for building modern scalable systems.

#Programming #Coding #SoftwareDevelopment #SystemDesign #AWS #Cloud #CloudComputing #DevCommunity #WebDevelopment #BackendDevelopment #ScalableSystems #APIs #Microservices #TechExplained #DeveloperLife #LearnToCode #TechReels #CodeNewbie #FullStackDevelopment #softwareengineering by @softwaredeveloper.ai

🚦 Ever wondered why ChatGPT says “You’ve reached your usage limit”? 🤯
That’s Rate Limiting in action! A key concept in System Design, Algorithms & Software Development, it ensures fairness, prevents overload, and keeps servers stable.

Think of it like a data structure + algorithm problem: Fixed Window, Sliding Window, Token Bucket, Leaky Bucket—all different ways to manage requests. 🧠

💡 If you’re into Programming, Coding, System Design, or Data Structures, this is a must-know concept!

#Programming #Coding #SoftwareDevelopment #Algorithms #DataStructures #SystemDesign #BackendEngineering #TechExplained #RateLimiting #ChatGPT #developers by @softwaredeveloper.ai

🚀 Stop paying for Oracle certifications! Join the Race to Certification 2025 before Oct 31 and get FREE training, 2 exam attempts, badges, and rewards in AI, OCI, Multicloud & more. Comment OCI for the free enrollment guide!

Follow @softwaredeveloper.ai for more programming, tech, code content!

🏁 #Oracle #Certification #freelearning #aws #coding #programming #coding by @softwaredeveloper.ai

🚨 GPT-5 is finally here and it’s blowing everyone’s mind! 🤯 Faster, smarter, more human-like than ever – this is the AI upgrade we’ve all been waiting for. Peter and SpongeBob can’t handle the hype! 🧠🔥

#GPT5 #ChatGPT #AIRevolution #OpenAI #TechTok #ArtificialIntelligence #futureisnow by @softwaredeveloper.ai

🚨 STOP learning SQL the boring way! 🚨

🎮 Learn SQL while playing games like SQL Island – become a plane crash survivor who writes queries to escape the island! 🏝
📜 From SELECT to JOIN, you’ll master SQL without feeling like you’re studying.

💬 Comment SQL and I’ll send you 4 more fun SQL games!

#SQL #LearnSQL #Programming #CodingFun #GameDev #DataScience #SoftwareEngineering #TechTok #CodeNewbie #100DaysOfCode #SQLIsland #LearnToCode by @softwaredeveloper.ai

🚀 How does Instagram instantly check if a username is taken?

It’s not magic — it’s Bloom Filters + Database Indexing 💡
Learn how developers at scale handle millions of requests with speed, efficiency, and smart data structures.

[programming, computer science, coding, cs]

👨‍💻 #SoftwareEngineering #Programming #TechReels #CloudComputing #InstagramEngineering #BackendDev #BloomFilter #Database #SystemDesign #CodingTips #ScalableSystems #WebDevelopment #developers by @softwaredeveloper.ai

🚀 Simplify app deployment with AWS Elastic Beanstalk! A powerful Platform as a Service (PaaS) that handles provisioning, load balancing, scaling, and monitoring for your apps. Perfect for software engineering, cloud development, and web services.

[aws cloud, google, azure, software engineering, system design, cloud, programming, coding]

🔧 #AWS #CloudComputing #TechReel #SoftwareEngineering #WebDev #PaaS #Developers #cloud #coding #softwareengineering #systemdesign #systemdesign #azure #ai by @softwaredeveloper.ai