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@testflightynoti · Post #37344 · 05/01/2026, 07:45 PM
#Stance#Level#Up#Your#Activity Join the Stance: Level Up Your Activity beta on ✈️#TestFlight 🔗 Link: https://testflight.apple.com/join/nsGXh3FF Shared by Dimitri
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Source channel @githubtrending · Post #15299 · Nov 12
#python#agent#ai#aiagent#awesome#chatgpt#hacktoberfest#hacktoberfest2025#llm#long_short_term_memory#memori_ai#memory#memory_management#python#rag#state_management Memori is an open-source memory engine that gives AI language models human-like memory using standard SQL databases like PostgreSQL, MySQL, or SQLite.[1][2] With just one line of code, you can enable any LLM to remember conversations, learn from interactions, and maintain context across sessions.[1] The key benefits are significant cost savings of 80-90% compared to expensive vector databases, complete data ownership and transparency since memories are stored in SQL databases you control, and zero vendor lock-in allowing you to export and move your data anywhere.[1][3] Memori works with popular frameworks like OpenAI, Anthropic, and LangChain, making it easy to integrate into existing projects without complex setup.[1] https://github.com/GibsonAI/Memori
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Swift Academy
@swift_academy · Post #278 · 02/27/2026, 09:19 AM
𝙱𝚎𝚐𝚒𝚗𝚗𝚎𝚛 > 𝙹𝚞𝚗𝚒𝚘𝚛 > 𝙼𝚒𝚍𝚍𝚕𝚎 > 𝙼𝚒𝚍𝚍𝚕𝚎+ > 𝚂𝚎𝚗𝚒𝚘𝚛 Har birimiz shu yo‘ldan o‘tganmiz, o'tmoqdamiz va yoki boshlaganmiz... Beginner: Eng ko'p kod yozadi. Xatolarni tushunishga harakat qiladi 'SI hamma narsa qiloladi' degan moodga tushib qolish ehtimoli katta 😄 Junior: Kodni ishlaydigan qilishni biladi. Logic yaxshilanadi Xatolardan yo o'sadi yoki tark etadi 😉 Lekin hali “clean code” refleks darajasida emas Middle: Ixcham va o‘qilishi oson kod yozadi Refactor qilishdan qo‘rqmaydi Bu yerda tafakkur o‘zgaradi: “Qanday ishlaydi?”dan > “Qanday yaxshiroq ishlaydi?”ga o‘ta boshlaydi. Middle - Doim o'rtada qolib ketish ehtimoli bor 🥱 Middle+: Qisqa kod yozish va Patternlarni ko‘rib boshlaydi “Buni umumlashtirish mumkin” deydi, ammo har doim ham emas 😉 Kod yozishdan ko'ta tizim ko‘rishni boshlaydi Bir funksiya emas, butun modul haqida o‘ylaydi Senior: Hozirgi vazifani emas, kelajakni ko‘radi Kod yozmaydi - arxitektura o‘ylaydi “Bugun ishlaydi” emas, “2 yildan keyin ham ishlaydi” deb yozadi Va eng qizig‘i: Senior eng kam kod yozadi 😄 Lekin eng ko‘p fikrlaydi. Xulosa: Beginner xatoni ko‘rmaydi Junior xatoni sezadi Middle xatoni tuzatadi Middle+ umumlashtiradi Senior kelajakdagi xatolarni oldini oladi MUHIM: Beginner, Junior va hatto Middle darajasida ham kodni avvalo o'zingiz yozing, SI esa faqat muhokama qilish & tushuntirish & o'rganish va tez izlanish uchun toki muammoni Proyekt darajasida ko'ra olish va yechimni tizimli shakllantira olish saviyasiga yetmaguncha. Batafsil: https://lnkd.in/dTyhYbpW Siz o‘zingizni qaysi bosqichda ko‘ryapsiz? #ios#swift#level#junior#middle#senior Mukhriddinbek Samidov 🔗YouTube | Instagram | LinkedIn | Telegram | Medium