Python 3.15 alpha 7 and D-strings updates

🚀 Day 34 – LeetCode Journey Today’s problem: Isomorphic Strings ✔️ Solved using a concise Python approach with sets ✔️ Compared unique character patterns efficiently ✔️ Achieved clean and optimized code 💡 Key Insight: By comparing the lengths of set(s), set(t), and set(zip(s, t)), we can quickly verify if both strings follow the same mapping pattern — ensuring a one-to-one relationship. Sometimes, the simplest solutions are the most powerful ✨ Continuing to learn, simplify, and grow every day 🔥💪 #LeetCode #Day34 #Python #Strings #Hashing #ProblemSolving #CodingJourney #100DaysOfCode

May the most complete courses from Anthropic to really understand how Claude works, not just at a high level, but also its practical capabilities. It goes a bit deeper than usual, with some technical parts (including a bit of Python), but that’s exactly what makes it useful. It helped me connect the dots between concepts and actual implementation. If you're working with AI tools and want a clearer, more structured understanding of how these systems behave and what they can actually do, I’d recommend taking the time to go through something like this. It’s not quick, but it’s worth it.

I've been using AI agents every day for months without actually understanding how they work. A cracked friend built a tool that breaks the whole thing down. No frameworks. ~60 lines of Python. Turns out an agent is just a function. Tools are a dict. Memory is a tool that writes to a file. That's it. Went through all 9 lessons in one sitting. If you've been using LangChain or CrewAI without knowing what's underneath, honestly just start here first. #AIAgents #SoftwareEngineering #BuildingInPublic

Every tutorial, every YouTube video, every “Build your first AI app” article starts with pip install. That creates a false impression — that Python isn't just popular, but required to build with AI. It isn’t. Here is my article bursting the Myths around AI, Python and Java https://lnkd.in/g8-z9tZN

Half way through Python. Went through Andrej Karpathy's LLM Wiki. Two things today: 🐍 BigBinary Python Course Halfway through. Grinding foundations the boring way. Because boring compounds. 🧠 Andrej Karpathy's LLM Wiki Just started reading about it. My current understanding: → Proper context management for LLMs → Knowledge base that grows with every query → Obsidian as the frontend — dead simple Basically a personal second brain that gets smarter the more you use it. Still fuzzy on the details — need more clarity before I can explain it properly. Planning to actually implement it this weekend. Because reading only gets you so far. One thing I keep learning: you don't really understand something until you build it. #0to100xEngineer 100xEngineers #GenAI #AIUpskilling #LearnInPublic #FullStackLLM #AICommunity #TechCareerGrowth #GenerativeAI #AIForEveryone

🚨 If you need 3+ nested loops, STOP!!!!!!. Refactor. Avoid deep nesting because it makes code hard to read and maintain. The goal is always readability and maintainability. 👑 If you find yourself with deep nesting, stop and consider if there's a clearer way to do it. Using a library is always a better alternative. Python tips and tricks here: https://lnkd.in/eyq2Yg7F

Last year, I started writing about Python and AI. Then I stopped. Now, coming back in 2026, one thing is obvious: Python didn’t change much. BUT everything around it did. — Workflows > code — Local models > APIs — Systems > scripts Feels like the role of a developer is shifting faster than the language itself. Here’s what changed 👇 https://lnkd.in/dY4NHiCx

🐍 Python Trick — Did you get it right? b = a doesn't copy the list. It points to the SAME object in memory. So when b changes... a changes too. 🤯 This one gotcha has caused more bugs than most people admit. 💡 Always use b = a.copy() or b = a[:] when you need a true copy. Drop a ✅ if you got it right or a ❌ if it surprised you! Follow for more Python tricks, AI/LLM tips & SQE insights every week. 🔔 #Python #PythonTricks #SoftwareEngineering #SQE #Coding #100DaysOfCode #AIEngineering #TechLinkedIn #PythonDeveloper

🧠 𝗧𝗵𝗶𝗻𝗸 𝗟𝗶𝗸𝗲 𝗮 𝗣𝘆𝘁𝗵𝗼𝗻 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻 Every function in Python follows a simple rule: 👉 Input 👉 Process 👉 Output But most beginners miss one critical part… RETURN If your function doesn’t return anything, you’re doing work… but getting no result. Python def add(a, b): return a + b Simple. Clear. Powerful. 💡 In coding (and in life): No return → No result Start writing functions with intent, not just logic. Please repost for helpful others and Follow me for more such content on AI/ML, DA/DS..

From zero to type-safe: How we brought static type checking to a large-scale Python codebase. What does it take to make a 4M+ line Python codebase safer - without slowing innovation? At Eightfold AI, we introduced gradual typing, automated type inference, and CI enforcement to catch type errors before they reach production. 👉 Read how we did it: https://lnkd.in/gcFPPDTR #EightfoldAI #Innovation #EngineeringBlog