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metadegen retweeted
The Ultimate Developer Roadmap > Frontend Dev = HTML CSS JS React Git > Backend Dev = JS/Python MongoDB/SQL API > Software Dev = Frontend Backend System Design > Full Stack Dev = Software Dev Deployment > Al Developer = Full Stack Dev Prompting LLM Integration > Al Engineer = Al Developer RAG Vector DB LangChain Cloud
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Replying to @Athashri_k @X
backend devops here. side project is skarbi skarbi.app - calm wishlist app, no noise. would love to connect

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🚀 Confused about what to learn in Web Development in 2026? Start here: HTML CSS JavaScript Git & GitHub Build Projects Backend (PHP/Node.js) Database APIs AI Automation Don't try to learn everything. Focus → Build → Repeat. #WebDevelopment #Programming #AI #Coding
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Replying to @tamimbuilds
backend dev here, side project is skarbi skarbi.app - a wishlist app without the noise. check it out if youre into simple tools

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Replying to @sahil_harriram
Yeah that's true but I tried to use thair plan I got a good landing page but what about the backend ? 😅 As vibe coder who gonna build backend we still need to buy thair credits , sometimes we can only able to build landing page not user dashboard 😭
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Shravan Kumar Thripuraneni retweeted
This YouTuber himself a mega fan once upon a time & he got to know what is happening at the backend. He exposed them without any guilt 👁️👁️
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I don't know what to make of item 2. It deserves a whole circular on its own. This has far reaching consequences on your core banking and backend systems — databases, message queues, caches, kubernetes, AI/ML workloads...
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Replying to @lottemunsterttv
yeah sometimes their shit on the backend is ass & the system doesn’t count it, but a lot of times that was also not SEs fault and if I sent screenshots and proof to my manager, he would add them on at the end. PC games were notorious for not counting shit. Mobile games were good
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#backend developers
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GraphQL solves a real REST problem which is over fetching. You request a name and get back the entire user object with address, phone, preferences, settings, everything. Your mobile client gets data it doesnt use and wastes bandwidth. GraphQL lets you ask for exactly what you need in one request. REST also makes you do multiple round trips. You need user data then their posts then comments on those posts. That's three separate calls. GraphQL gets all that in a single query that traverses the relationships for you. REST APIs tend to accumulate endpoints too. You get users/123 then users/123/posts then users/123/posts/recent then users/123/posts/popular. Teams keep adding new endpoints as requirements change. GraphQL just has one endpoint and the query defines what you want. Frontend teams also get more flexibility. With REST the backend designs the response shape and if the frontend needs something different you need a new endpoint or a backend deployment. With GraphQL the frontend just asks for what it needs from the schema. The downside is real though. GraphQL adds complexity. You get N 1 query problems. You need to think about query costs and prevent expensive queries. Caching is harder than with REST. For simple CRUD APIs REST is still easier to operate. The actual wins are reducing those network round trips and letting frontend teams move faster without waiting on backend changes. Thats where the value comes from.
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🚨 CASH IT: ATHLETICS ML 🚨 Not going to lie, it’s been a bit of a grind for us lately. But days like today are exactly why we trust the process and stick strictly to the backend data. ⚾️📊 When the models align perfectly with nearly $900k in sharp syndicate money, you don't overthink it—even through a cold streak. The math on that 24.4% handle discrepancy played out exactly how the institutions expected it to. Great bounce-back win for the community. Let's stack some momentum and keep chipping away! 💸🛠️ #MLB #Athletics #Oakland #SharpMoney #GamblingTwitter #BaseballBets #FollowTheMoney #BettingData #CashIt #TrustTheProcess
🚨 ALGORITHM ALERT: ATHLETICS SHARP MAX PLAY 🚨 The quantitative engines have locked in a B (STRONG) rated play for tonight's matchup, and the data is screaming value! ⚾️ Pittsburgh Pirates @ Oakland Athletics 👇 Athletics ML 📊 THE TICKET-TO-CASH DISCREPANCY The syndicates are putting their money where their mouth is, resulting in a massive 24.4% handle breakdown advantage. The sharps are controlling an overwhelming 94.6% of the total cash ($885,859.54) on 70.3% of the tickets, while the public is left holding just 5.4% of the cash. 💰 AVERAGE BET SIZE The institutional volume per wager is roughly 7x higher than the casual public: Sharp Avg Bet: $45.13 Public Avg Bet: $6.08 ⚙️ UNDER THE HOOD Unlike other plays, the model and the sharp sizing are perfectly aligned here. With nearly $900k in institutional backing and a strong model score of 72/100, the pros have made their stance clear. The Athletics will start J.T. Ginn (4-3, 3.15 ERA) on the mound tonight at Sutter Health Park. Follow the whale tracks and lock in the Athletics moneyline before first pitch! 💰🔒  #MLB #Athletics #Pirates #SharpMoney #GamblingTwitter #BaseballBets #FollowTheMoney #FreePicks #BettingData #CapTheBoard #MaxPlay
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Every successful business runs on strong operations. From process management and workflow coordination to reliable backend support, we help organizations stay organized, productive, and ready to grow. 📩 info@mountingbackendservices.com #BusinessOperations #OperationalExcellence
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Replying to @mastrxsviento
Ingeniero de sistemas, backend developer haciendo especialización en Big Data Más de 15 años trabajando fuertemente y sin pausa. Y como dicen todos me la juego por la vida 🫰🏻. #CepedaPresidente
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365 Copilot (Copilot Premium) เจอช่องโหว่ชื่อ Searchleak สามารถทำให้ Hacker วาง url microsoft.com แล้วพ่วง prompt ที่ ทำให้ Copilot ทำงานตามคำสั่ง ช่องโหว่นี้ทีม Varonis Threat Labs เจอ และ Microsoft ได้รับแจ้งจึง patch backend แล้ว 🪄 ก่อน public disclosure ยังไม่มีความเสียหายนะครับ แลปเจอและแจ้ง โดนปิดไปก่อนแล้ว กระบวนการ ✅ ส่ง link พ่วง prompt q=payload ✅ ผู้ใช้งาน Click link ✅ Redirect web แล้วทำงานตาม payload ผ่าน Copilot Search เช่น เปิดอีเมล ✅ ค้นข้อมูลโดยใช้ privilege ของ ผู้ใช้งาน ✅ ส่งออก Varonis public 15/06/2026 One Click Vulnerable
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Replying to @KellehEyad
I am using composer 2.5 model for UI only, not for backend work. 5.5 all the time
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Good Morning @X M looking to #CONNECT  with folks interested in: 👨‍💻 App dev ⚛️ Ai/ML 🧠 DSA 🌐 Full Stack Dev 💼 Freelancing 🎨 Frontend 🚀 Backend 🧩 Node.js / fastApi ✅ Software Development ☕ Java 💻 LeetCode Let’s grow, share, and #LearnInPublic together! #letsconnect .
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@keezygraph Hey, I’m not a junior dev, but I do work in mobile development (iOS/Android) and can build production-level apps, including UI, backend integration, and App Store deployment. If you’re open to it, I’d be interested in learning more about the role and what you’re building. Feel free to DM me or we can quickly connect on Google Meet / Zoom / WhatsApp.
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Replying to @keezygraph
Hey, I’m not a junior dev, but I do work in mobile development (iOS/Android) and can build production-level apps, including UI, backend integration, and App Store deployment. If you’re open to it, I’d be interested in learning more about the role and what you’re building. Feel free to DM me or we can quickly connect on Google Meet / Zoom / WhatsApp.
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