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ai I tech I full stack I research :)

Joined October 2026
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Byte Coder retweeted
On which platform is it EASIEST to grow ? - X - YouTube - TikTok - LinkedIn
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Byte Coder retweeted
If you are a crazy react developer and can't spot the bug, you are cooked ๐Ÿ‘€
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Byte Coder retweeted
It's over for YouTube. X and Instagram are starting to prioritize long form video content.
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Byte Coder retweeted
๐—ฌ๐—˜๐—”๐—ฅ๐—ฆ ๐—ข๐—™ ๐—˜๐—ซ๐—ฃ๐—˜๐—ฅ๐—œ๐—˜๐—ก๐—–๐—˜ ๐——๐—ข๐—กโ€™๐—ง ๐— ๐—”๐—ž๐—˜ ๐—ฌ๐—ข๐—จ ๐—ฆ๐—˜๐—ก๐—œ๐—ข๐—ฅ ๐Ÿ‘€ Two developers. Same experience. One gets paid 2โ€“3ร— more. Here are the 10 skills companies test in senior interviews โ†“ SENIOR SOFTWARE ENGINEER SKILL TREE โ”‚ โ”œโ”€โ”€ 01. Programming Fundamentals โ”‚ โ”œโ”€โ”€ Strong in at least one language โ”‚ โ”œโ”€โ”€ Data Structures & Algorithms โ”‚ โ”œโ”€โ”€ OOP, SOLID & Design Patterns โ”‚ โ””โ”€โ”€ Clean, maintainable code โ”‚ โ”œโ”€โ”€ 02. System Design โ”‚ โ”œโ”€โ”€ High-Level Design (HLD) โ”‚ โ”œโ”€โ”€ Low-Level Design (LLD) โ”‚ โ”œโ”€โ”€ Scalability & Load Balancing โ”‚ โ”œโ”€โ”€ Caching & Message Queues โ”‚ โ””โ”€โ”€ Architecture Trade-offs โ”‚ โ”œโ”€โ”€ 03. Database Engineering โ”‚ โ”œโ”€โ”€ SQL & NoSQL โ”‚ โ”œโ”€โ”€ Indexing & Query Optimization โ”‚ โ”œโ”€โ”€ Transactions & ACID โ”‚ โ”œโ”€โ”€ Replication & Sharding โ”‚ โ””โ”€โ”€ Data Consistency โ”‚ โ”œโ”€โ”€ 04. Distributed Systems โ”‚ โ”œโ”€โ”€ Microservices Architecture โ”‚ โ”œโ”€โ”€ Concurrency & Race Conditions โ”‚ โ”œโ”€โ”€ Idempotency & Retries โ”‚ โ”œโ”€โ”€ Fault Tolerance โ”‚ โ””โ”€โ”€ Event-Driven Architecture โ”‚ โ”œโ”€โ”€ 05. APIs & Security โ”‚ โ”œโ”€โ”€ REST, gRPC & WebSockets โ”‚ โ”œโ”€โ”€ Authentication & Authorization โ”‚ โ”œโ”€โ”€ Rate Limiting โ”‚ โ”œโ”€โ”€ API Versioning โ”‚ โ””โ”€โ”€ Secure Coding Practices โ”‚ โ”œโ”€โ”€ 06. Cloud & DevOps โ”‚ โ”œโ”€โ”€ AWS, Azure or GCP โ”‚ โ”œโ”€โ”€ Docker & Kubernetes โ”‚ โ”œโ”€โ”€ CI/CD Pipelines โ”‚ โ”œโ”€โ”€ Infrastructure Basics โ”‚ โ””โ”€โ”€ Deployment & Rollback โ”‚ โ”œโ”€โ”€ 07. Production Engineering โ”‚ โ”œโ”€โ”€ Logs, Metrics & Tracing โ”‚ โ”œโ”€โ”€ Monitoring & Alerting โ”‚ โ”œโ”€โ”€ Performance Optimization โ”‚ โ”œโ”€โ”€ Incident Response โ”‚ โ””โ”€โ”€ Root Cause Analysis โ”‚ โ”œโ”€โ”€ 08. Testing & Code Quality โ”‚ โ”œโ”€โ”€ Unit & Integration Testing โ”‚ โ”œโ”€โ”€ Code Reviews โ”‚ โ”œโ”€โ”€ Refactoring Legacy Code โ”‚ โ””โ”€โ”€ Technical Debt Management โ”‚ โ”œโ”€โ”€ 09. Technical Leadership โ”‚ โ”œโ”€โ”€ Mentoring Junior Developers โ”‚ โ”œโ”€โ”€ Architecture Discussions โ”‚ โ”œโ”€โ”€ Technical Decision-Making โ”‚ โ”œโ”€โ”€ Cross-Team Communication โ”‚ โ””โ”€โ”€ Handling Disagreements โ”‚ โ””โ”€โ”€ 10. Ownership & Business Impact โ”œโ”€โ”€ Understand Business Requirements โ”œโ”€โ”€ Break Down Complex Problems โ”œโ”€โ”€ Estimate Risks & Trade-offs โ”œโ”€โ”€ Own Features End-to-End โ””โ”€โ”€ Deliver Measurable Results What do companies actually ask in senior developer interviews? System Design โ†’ Design a payment system that prevents duplicate transactions. โ†’ How would you scale an application from 10K to 10M users? โ†’ When would you choose microservices over a monolith? Databases โ†’ Why is your SQL query slow, and how would you optimize it? โ†’ How do you maintain data consistency across services? Distributed Systems โ†’ What happens if a server crashes during a database transaction? โ†’ How would you handle duplicate messages from a queue? Production & DevOps โ†’ Your production API suddenly becomes slow. How do you investigate? โ†’ How would you deploy a breaking change without downtime? Technical Leadership โ†’ Tell me about a major production incident you handled. โ†’ Describe a technical decision you made and the trade-offs involved. โ†’ How do you handle disagreements during code reviews? The biggest difference? A junior developer often focuses on implementing a feature. A senior developer also thinks about what happens when that feature fails, scales, becomes expensive, or needs to be maintained by another team. You don't need to master every tool on this list. You need strong fundamentals, depth in your domain, and the judgment to make reliable technical decisions. Years of experience may get you shortlisted. Engineering judgment is what makes you senior. Save this for your next career move.
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Byte Coder retweeted
๐—ฌ๐—ข๐—จ๐—ฅ ๐—–๐—ข๐—Ÿ๐—Ÿ๐—˜๐—š๐—˜ ๐—œ๐—— ๐—œ๐—ฆ ๐—ช๐—ข๐—ฅ๐—ง๐—› ๐— ๐—ข๐—ฅ๐—˜ ๐—ง๐—›๐—”๐—ก ๐—ฌ๐—ข๐—จ ๐—ง๐—›๐—œ๐—ก๐—ž ๐Ÿ˜ญ ๐—ฆ๐—”๐—ฉ๐—˜ ๐—ง๐—›๐—œ๐—ฆ ๐—•๐—˜๐—™๐—ข๐—ฅ๐—˜ ๐—ฌ๐—ข๐—จ ๐—š๐—ฅ๐—”๐——๐—จ๐—”๐—ง๐—˜ Your college ID can save you money on software, cloud, AI, music, shopping, learning and travel. ๐—ฆ๐—ข๐—™๐—ง๐—ช๐—”๐—ฅ๐—˜ & ๐—ง๐—˜๐—–๐—› โ†’ ๐—š๐—ถ๐˜๐—›๐˜‚๐—ฏ: Student Developer Pack + free Copilot Student (limited monthly credits) for verified students โ†’ ๐—๐—ฒ๐˜๐—•๐—ฟ๐—ฎ๐—ถ๐—ป๐˜€: free student IDE licenses โ†’ Autodesk: free educational software for eligible students โ†’ MATLAB: check student pricing or your universityโ€™s campus license โ†’ Microsoft: free developer tools and learning resources โ†’ Figma: check student/education eligibility โ†’ Notion: free Education plan for eligible university students โ†’ Canva: education access mainly for Kโ€“12; college access varies โ†’ Adobe: student pricing on Creative Cloud โ†’ Miro: free Education plan for eligible students/staff โ†’ Lucid: check education access โ†’ Prezi: check student/education plans โ†’ Unity: free Student plan for eligible students โ†’ Unreal Engine: free engine access; terms depend on use โ†’ Replit: free plan + check current student offers โ†’ GitKraken: 6 months free through the Student Pack, then student pricing โ†’ Cursor: check current student offers โ†’ Vercel: free deployment tier โ†’ Netlify: free hosting tier โ†’ Cloudflare: free developer tools and services ๐—–๐—Ÿ๐—ข๐—จ๐—— & ๐——๐—˜๐—ฉ๐—˜๐—Ÿ๐—ข๐—ฃ๐—˜๐—ฅ ๐—–๐—ฅ๐—˜๐——๐—œ๐—ง๐—ฆ โ†’ DigitalOcean: check current student-credit offers โ†’ AWS Educate: free cloud courses and hands-on labs โ†’ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—”๐˜‡๐˜‚๐—ฟ๐—ฒ: $100 credit for eligible higher-education students โ†’ Google Cloud: free Google Skills credits for labs โ†’ Oracle Cloud: free-tier cloud resources โ†’ Heroku: Student Pack credit offer; check current eligibility โ†’ MongoDB Atlas: Student Pack credits + learning resources โ†’ Postman: free API testing plan โ†’ Docker: free developer tools and plans โ†’ Sentry: free developer monitoring tier Some benefits need student verification. Free tiers arenโ€™t always student-exclusive, and partner offers change. ๐—”๐—ฃ๐—ฃ๐—Ÿ๐—˜ & ๐— ๐—”๐—–๐—•๐—ข๐—ข๐—ž โ†’ ๐—”๐—ฝ๐—ฝ๐—น๐—ฒ ๐—˜๐—ฑ๐˜‚๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฆ๐˜๐—ผ๐—ฟ๐—ฒ: student pricing on MacBook and iPad. Example: MacBook Air M5 13โ€ at โ‚น1,37,900 vs โ‚น1,49,900 MRP. โ†’ Open to current or newly accepted college students, parents buying for them, and teachers. ID is checked at checkout, so buy while youโ€™re still enrolled. โ†’ The free AirPods 4 / AirTags (with Mac) and Apple Pencil Pro (with iPad) Back to School deal ended Sep 24. It usually returns in summer. โ†’ Tip: compare with last-gen MacBook Air M4 on Amazon/Flipkart. It can be much cheaper. โ†’ Apple Music: Student plan available (see Music below) ๐—”๐—œ & ๐—ฃ๐—ฅ๐—ข๐——๐—จ๐—–๐—ง๐—œ๐—ฉ๐—œ๐—ง๐—ฌ โ†’ ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ ๐—”๐—œ ๐—ฃ๐—น๐˜‚๐˜€ (Gemini): 1 year free for eligible students in India. 2x usage limits, 400GB storage. โ†’ ๐—ฃ๐—ฒ๐—ฟ๐—ฝ๐—น๐—ฒ๐˜…๐—ถ๐˜๐˜†: Education Pro at $10/month (50% off) + 1 free month for verified students โ†’ Microsoft Copilot: free AI access options โ†’ Microsoft 365 + Copilot: discounted student pricing (the free-year promo has ended) โ†’ NotebookLM: free with a Google account. Great for studying from your notes and PDFs. โ†’ ChatGPT: free plan; no India-wide student subscription discount confirmed โ†’ Claude: free plan. Claude Pro is free only if your college is part of Claude for Education, so ask your IT department. โ†’ QuillBot: student discount on eligible Premium plans โ†’ Otter.ai: student/teacher discount where eligible โ†’ Gamma: free plan; check current education offers โ†’ Quizlet: free study tools + check subscription offers โ†’ Photomath: free basic tools; Premium offers vary โ†’ Grammarly: limited-time student discount when eligible โ†’ Evernote: student offer on Advanced; check current terms โ†’ Todoist: free plan + check education offers โ†’ ClickUp: free plan for organizing projects โ†’ Trello: free plan for boards and task management Some services offer a genuine student discount. Others simply have a free plan for everyone. Verify your eligibility and the renewal price before entering payment details. ๐——๐—˜๐—ฆ๐—œ๐—š๐—ก & ๐—–๐—ฅ๐—˜๐—”๐—ง๐—œ๐—ฉ๐—˜ โ†’ Sketch: check student/education licensing โ†’ Framer: free plan + check education offers โ†’ Wix: free website plan โ†’ Squarespace: check current student promotions โ†’ Webflow: free starter plan + check education offers โ†’ Blender: free 3D creation software โ†’ DaVinci Resolve: free video-editing version โ†’ OBS Studio: free recording and streaming โ†’ Krita: free digital painting software โ†’ GIMP: free image editor ๐—–๐—ข๐—จ๐—ฅ๐—ฆ๐—˜๐—ฆ & ๐—˜๐——๐—จ๐—–๐—”๐—ง๐—œ๐—ข๐—ก โ†’ Coursera: financial aid and free learning options on eligible courses โ†’ edX: audit many courses for free; certificates usually cost extra โ†’ Udemy: frequent course discounts โ†’ LinkedIn Learning: check college or public-library access โ†’ Skillshare: check current trials and offers โ†’ Pluralsight: check current student/partner offers โ†’ DataCamp: 3 months free through the GitHub Student Pack โ†’ Codecademy: free learning access + check student offers โ†’ Brilliant: check promotions; regular student discounts are uncommon โ†’ FutureLearn: free access varies by course โ†’ Domestika: frequent course sales โ†’ Simplilearn: check free learning resources and promotions โ†’ Testbook: check exam-prep offers โ†’ Unstop: free competitions and career opportunities โ†’ Internshala: free internship listings + training offers You donโ€™t have to pay for every course or creative tool to start learning. Check the free version first, then pay only when you need the extra features. ๐— ๐—จ๐—ฆ๐—œ๐—– & ๐—˜๐—ก๐—ง๐—˜๐—ฅ๐—ง๐—”๐—œ๐—ก๐— ๐—˜๐—ก๐—ง โ†’ ๐—ฆ๐—ฝ๐—ผ๐˜๐—ถ๐—ณ๐˜†: Premium Student at โ‚น69/month for eligible verified students โ†’ Apple Music: Student plan โ†’ YouTube Premium: check student eligibility and current bundles โ†’ Amazon Prime: check current promotions; no standard India-wide Prime Student plan confirmed โ†’ MUBI: student pricing in selected regions; check India availability โ†’ Audible: check current promotions โ†’ Storytel: check current promotions โ†’ SonyLIV: check current promotions โ†’ ZEE5: check current promotions โ†’ JioSaavn: free plan + check current offers Spotify and Apple Music have published Indian student plans. For the rest, donโ€™t assume a student discount exists just because a promotion appears online. ๐—ฆ๐—›๐—ข๐—ฃ๐—ฃ๐—œ๐—ก๐—š & ๐—™๐—”๐—ฆ๐—›๐—œ๐—ข๐—ก โ†’ adidas: student offers through UNiDAYS where available โ†’ PUMA: student offers through UNiDAYS where available โ†’ H&M: student discount through UNiDAYS where available โ†’ Converse: student discount on eligible purchases โ†’ Crocs: check current student offers โ†’ Myntra: check student deals and current promotions โ†’ AJIO: check current student deals โ†’ DailyObjects: check current promotions โ†’ Lenovo: check education pricing and student offers โ†’ Samsung: Student Advantage discounts on selected products ๐—ง๐—ฅ๐—”๐—ฉ๐—˜๐—Ÿ โ†’ AbhiBus: check current bus offers and promo codes โ†’ MakeMyTrip: check current student/travel offers โ†’ Goibibo: check current promotions โ†’ EaseMyTrip: check current promotions โ†’ Cleartrip: check current offers โ†’ Yatra: check current travel deals โ†’ IndiGo: eligible student fares + extra baggage โ†’ Air India: eligible student fares, extra baggage and date-change benefits โ†’ IRCTC: check applicable concession rules; donโ€™t assume a general student e-ticket discount โ†’ ISIC: international student identity card + partner discounts ๐—•๐—˜๐—™๐—ข๐—ฅ๐—˜ ๐—ฌ๐—ข๐—จ ๐—–๐—Ÿ๐—”๐—œ๐—  โ†’ Verify your student status โ†’ Check whether your college is eligible โ†’ Read the offerโ€™s expiry date โ†’ Check the renewal price and cancellation terms โ†’ Confirm the discount applies in India โ†’ Use official websites, not random coupon pages โ†’ โ€œFree planโ€ โ‰  student discount. Many tools are just free for everyone Save this and send it to a batchmate whoโ€™s graduating.
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Byte Coder retweeted
everyone says AI is killing tech jobs. he got laid off and landed 7 offers in 60 days ๐Ÿ‘€
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Byte Coder retweeted
3,000+ LinkedIn requests and 1,000 emails for an internship opening in just 24 hours. The fresher job market is getting brutal. Is the real problem a lack of jobs, too many applicants, or hiring processes that filter out good candidates?
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Byte Coder retweeted
How many of you learned C from Harry? ๐Ÿฅน From the golden era to the AI era. Anyone here from the 2026?
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Byte Coder retweeted
Dumb question: Can we run our React frontend and Node.js backend using the same Docker image? Or is using Docker Compose with separate images the better approach?
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Byte Coder retweeted
Genuine question: How does NetMirror make money? If users aren't paying for subscriptions, who's paying for the infrastructure?
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Byte Coder retweeted
my timeline needs more tech people๐Ÿ’ป developers, AI nerds, founders, builders, and curious minds. where you at? let's connect ๐Ÿ“ท
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Byte Coder retweeted
Every developer ever ๐Ÿ˜‚๐Ÿ’ป ๐Ÿ‘จโ€๐Ÿ’ป Reviewing someone else's code: โ€œWho wrote this nonsense?โ€ ๐Ÿ‘€ Checking the Git history: โ€œOhโ€ฆ it was me.โ€ Being a software developer means fighting your past self every day! ๐Ÿ˜‚
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Byte Coder retweeted
Bash commands every developer should know ๐Ÿ’ป Working with Linux or AWS servers? Learn these commands: `pwd` โ€” Current directory `ls -la` โ€” List files `cp` โ€” Copy files `mv` โ€” Move or rename files `rm` โ€” Delete files `touch` โ€” Create files `cat` โ€” Read file contents `vi` โ€” Edit files in the terminal `grep` โ€” Search text and logs `tail -f` โ€” Watch logs live `ssh` โ€” Connect to a server You don't need to memorize everything. Learn by using them. Which command did you learn first? And which one is new to you? Let me know in the comments ๐Ÿ‘‡ Save this for your next project.
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