pip works. But it’s showing its age. You need: virtualenv pip sometimes pip-tools Multiple tools → slower workflow Now compare that with uv: One tool Faster installs Built-in environment management Same job. Different experience. #Python #BackendDevelopment #DeveloperTools #uv #pip #SoftwareEngineering #BuildInPublic
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#CodeQuality of the lazy developer 🛠️ Updating an educational #Python repo, I looked into what to automate for code quality. 🔮 Spoiler: I landed on uv, ruff, pyright and pre-commit. In the article: the picks, why, and the make patch that broke on the first try 😄 https://lnkd.in/dQAw9gY9 #DiaryOfALazyDeveloper #pytest #ruff #pyright #uv
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New blog post! Live Life on the Edge: A Layered Strategy for Testing Data Models This post is about a three-layer testing pattern for complex software systems I've landed on in python: structural coverage with Polyfactory, value-level probing with Hypothesis, cross-field invariants with icontract. Includes a practical example, an honest tradeoffs section, and a note on what schema-first design and consumer-driven contract testing solve instead. Link in comments. #Python #SoftwareTesting #SoftwareArchitecture #Pydantic #PropertyBasedTesting
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Every long Claude Code session ends the same way. /compact runs, summarizes blindly, and drops the context that mattered most. clamp-cc is a TUI that reads your session directly, lets you tag turns with single keys (PIN, ARCH, BUG, TASK, API, DROP), and generates a targeted /compact instruction from your selections. Auto-copied to clipboard, or fired directly into your Claude pane via tmux with tags persisting across sessions. Would appreciate feedback from anyone who uses Claude Code heavily! https://lnkd.in/dPMXwgGB #Claude #ClaudeCode #DeveloperTools #OpenSource #Python
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SIWES Day 3: Small wins, big clarity Today we dove into Python’s input() function and built this simple Celsius to Fahrenheit converter. Nothing beats seeing your code respond to actual user input instead of hardcoded values. What actually caught me off guard was BODMAS/BEDMAS. I always thought multiplication came before division and addition before subtraction. Turns out they’re on the same level — you just go left to right. You can see it in the formula here. VSCode is finally running smoothly too, so the flow was even better. One step at a time. #SIWES #PythonProgramming #TechJourney #LearningInPublic
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I once spent 2 hours debugging a config issue. The token was right. The host was right. Yet nothing worked. Turns out? I had 3 separate config objects running in the same app , each with its own state. That day, I truly understood the Singleton pattern. The idea is simple: one class, one instance, shared everywhere. No duplication. No inconsistency. One single source of truth. It's not magic , it's discipline baked into code. Swipe through the carousel to see how it works, a real-world analogy, and a clean Python implementation. #DesignPatterns #CleanCode #SoftwareEngineering #Python #web
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Hello everyone ! Here are some of the recent advancements I made in improving my own “Tools Box”, with locators Space Switching this time. Select what you want to move, where you want it to move, then a click and with the power of python, it's done. Even after creating the switch, you can move the locators at any time to better decide where you want your item (be it a gun, a plushie or a magic wand) to be placed. Wishing you all a beautiful day ! #Maya #Python #Rigging #Tools #TechArt #Script
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🚀 Day 3/100: Mastering Logic Flow & Decision Making! 🏝️ The #100DaysOfCode journey is heating up! Today was all about Control Flow and Conditional Logic in Python. I built a "Treasure Island" text adventure game to practice: ✅ Nested if/elif/else statements ✅ Complex logical operators (AND / OR) ✅ Managing user input edge cases Understanding branching logic is a massive step toward building robust automation scripts and handling real-world data scenarios. ⚔️ Check out my code here: 🔗 https://lnkd.in/gxyRjpGh Onward to Day 4! 🚀 #Python #100DaysOfCode #LogicBuilding #Programming #DevLife #GrowthMindset #CodeNewbie
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I got tired of scrolling through messy file names… so I fixed it with a small Python script. While reading One Piece manga PDFs, the file names were all over the place: chapter-1112, one-piece-chapter-1222, onepiece-1123, OP-Chapter-1123… Finding the correct order every time was annoying. So I wrote a simple script that: Extracts the chapter number from any format Renames files into a consistent structure Automatically arranges them in readable order Nothing fancy just solving a small personal problem and saving time. This reminded me: You don’t always need big projects. Even small scripts that remove friction from your daily life are worth building. Clean input → Clean output → Peace of mind 😌 #Python #LearningByDoing #Automation #OnePiece #Coding
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🚀 #100DaysOfPython – Day 3: Lambda Functions 👉 Lambda = small anonymous function (one line) Example: add = lambda a, b: a + b print(add(2, 3)) # 5 Used commonly with: nums = [1, 2, 3, 4] squared = list(map(lambda x: x*x, nums)) ✨ Short and quick ✨ Useful for simple operations ⚠️ But here’s the catch: If your logic is more than one line → use a normal function. 🔍 My takeaway: Lambdas are great for simple transformations, not for complex logic. Read more: https://lnkd.in/eSSCUfmi #Python #Coding #100DaysOfCode #Developer
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🚀 Day 85 of #100DaysOfLeetCode 🔍 Problem Solved: Ransom Note (LeetCode 383) Today’s problem was all about efficiently checking whether one string can be constructed from another — a classic hashing / frequency counting concept. ⚡ What I Learned: - Importance of frequency maps (hash tables) - Writing optimized solutions over naive approaches - How built-in methods can simplify logic but may impact performance 📊 Performance: ✅ Runtime: 0 ms (Beats 100%) ✅ Memory: Efficient usage 🔥 Takeaway: Small optimizations and choosing the right data structure can make a huge difference, even in easy problem #Day85 #LeetCode #CodingJourney #Python #DataStructures #ProblemSolving #100DaysOfCode
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