McDonald 👾👾

DevOps Engineer seeking an entry role to the field

[Claude @claudeai]

Starting to roll out today: Claude Whiteboards, Claude Sheets and Claude Data.

Think a plan through on a board, build a tracker in a sheet, and tell a story with your data.

[Yusrah🌹 @DatGirlAdun]

Five years later, I'm happy to announce that I've started my MSc in Mathematics at the University of Calabria, Italy, on a fully funded scholarship.

Grateful to everyone who has been part of this journey.

AlhamduLlahi, always 🥹❤️

[McDonald 👾👾 @su_puruchi]

This is mind blowing

[Claude @claudeai]

During pre-release testing, Claude Fable 5.2 and Claude Mythos 5.2 worked on ambitious projects in many different fields. Here are a few.

From a one-paragraph prompt, Fable 5.2 designed three working electronic devices, including this home voice assistant hub.

[Claude @claudeai]

During pre-release testing, Claude Fable 5.2 and Claude Mythos 5.2 worked on ambitious projects in many different fields. Here are a few.

From a one-paragraph prompt, Fable 5.2 designed three working electronic devices, including this home voice assistant hub.

[Elvis Tunde @Tunnykvng]

Jose Mourinho, what a guy

[McDonald 👾👾 @su_puruchi]

Senior leaders often feel alone not because no one is around, but because no one is safe to think out loud with. A busy diary and a large network do not help if every conversation requires staying guarded.

[Oyindamola🙄 @dammiedammie35]

This Asian country people have never heard of Nigeria before, they don’t know where Nigeria is on the map but yet they play and vibe to Nigerian music…. Na kiss Daniel song dem dey jam for here 😂

[FALANA MUYIWA @Muyiwa66]

Take this matter serious Ooo!

[gst @wearegst]

INEC is letting the APC get away with electoral violations.

[Politics UK @PolitlcsUK]

🚨 NEW: The following porn is illegal to possess or publish in England and Wales from tomorrow:

- Strangulation or suffocation, such as restricting breathing through facesitting or hand over mouth

- Penetrative sex between family members or people pretending to be related (like father and daughter), including step and foster-family scenarios where one person is or appears under 18

- Adults roleplaying as children under 16, such as wearing school uniform

Anyone who currently possesses the content above must delete it before tomorrow or face up to 3 years in prison, or 5 years if they publish it

[McDonald 👾👾 @su_puruchi]

Sometimes the goal isn't to correct ourselves but to make peace with all the competing parts of who

[McDonald 👾👾 @su_puruchi]

Self-sabotage at work often starts as protection. The behaviors that work against us may also be guarding something real, like our values, our sense of self, or the pain of past experiences. Trying to fix these patterns through constant self-monitoring can make things worse.

[Mo Elgaraihy @EngMoElgaraihy]

🚨 GitHub تحلّ رسمياً أكبر مشكلة في الـ Vibe Coding!

أطلقت GitHub أداة جديدة باسم Spec Kit، وتجاوزت 120 ألف نجمة على GitHub في وقت قياسي جداً! 🔥🧵

بدلاً من كتابة برومبت عشوائي والدعاء ألا يدمر الذكاء الاصطناعي مشروعك.. Spec Kit تجبر الـ AI على كتابة مواصفات وهيكلة منتظمة قبل لمس سطر كود واحد!

كيف يعمل النموذج؟
1️⃣ يفهم ما تريد بناءه بدقة
2️⃣ يطرح عليك الأسئلة والمعطيات الناقصة
3️⃣ يهيكل المشروع بالكامل
4️⃣ ثم يبدأ في كتابة الكود!

النتيجة؟ ساعات أقل في إصلاح الأخطاء العشوائية، كود نظيف ومنظم، ونتائج مضمونة عند التعامل مع الوكلاء الذكيين (Agents).

🔄 سلسلة أوامر العمل بسيطة ومباشرة:
• constitution/ 👈 القواعد والمعايير الأساسية
• specify/ 👈 ما الذي تريد بناءه بالضبط؟
• clarify/ 👈 أسئلة وتوضيحات قبل البدء
• plan/ 👈 المعمارية والتقنيات المستخدمة (Stack)
• tasks/ 👈 تقسيم المهام بالترتيب
• implement/ 👈 مرحلة التنفيذ والتكويد
💡 المفاجأة: الأداة متوافقة ومجربة مع أكثر من 25 وكيل ذكي (مثل Cursor, Claude Code, Copilot, Gemini CLI, Codex وغيرهم).
• 🌟 أكثر من 120,000 Star
• 🍴 أكثر من 10,000 Fork

🔓 مفتوحة المصدر بالكامل من GitHub

📌 احفظ التغريدة للرجوع إليها وقت الحاجة 🔖

رابط المستودع (Repo) تجده في أول تعليق 👇

[McDonald 👾👾 @su_puruchi]

hold the entire codebase in context and tests finish in minutes rather than thirteen. Each service gets a real interface boundary, keeping hidden coupling from replacing visible complexity.

[McDonald 👾👾 @su_puruchi]

Agent-driven development has made code review nearly instant, but test suites haven't kept pace. Running a full test suite now blocks merges in a way it never did when human review took hours. The solution is splitting monorepos into small, focused repositories so agents can

[McDonald 👾👾 @su_puruchi]

and keep everything aligned.
More agents with unclear goals just produce the wrong result faster.

[McDonald 👾👾 @su_puruchi]

Brooks's Law states that adding people to a late project makes it later. AI agents remove some old bottlenecks like onboarding and meetings, but the core problem remains. Sequential tasks stay sequential, and someone still needs to review outputs, catch errors,

[McDonald 👾👾 @su_puruchi]

The real question is not who wins, but how much you can contribute.

[McDonald 👾👾 @su_puruchi]

Ambition grows best when shared with people who take each other seriously. Greatness is less about beating others and more about developing your own abilities to their fullest. It means asking more of yourself in things that matter, whether in work, family, or community.