Preventing Data Corruption with FullStack Integrity

Most Django developers don’t understand what happens inside the request cycle. And that’s where bugs + performance issues come from. I broke it down step by step 👇 Full blog: https://lnkd.in/dCpFQ-3d #django #webdevelopment #backend #python

🚀 Comments (Python) Comments are used to add explanatory notes to your code. They are ignored by the Python interpreter. Single-line comments start with a `#` symbol. Multi-line comments are enclosed in triple quotes (`'''` or `"""`). Comments are crucial for improving code readability and maintainability. They help other developers (and yourself) understand the purpose of the code. #Python #PythonDev #DataScience #WebDev #professional #career #development

🚀 One thing Django is teaching me: Think in flows, not just code. I used to focus on: “Is my code correct?” Now I ask: 👉 What happens step by step? Request → URL → View → Serializer → Database → Response Seeing this flow clearly made debugging easier, errors less confusing, and backend way less random. Backend development is less about writing code and more about understanding how things connect. What’s a concept that changed how you code? #Django #BackendDevelopment #Python #LearningInPublic #WebDev

Rust is much faster than Python or JS. It's also statically typed and less likely to fail at runtime. In the era of LLM assistants, what justifies writing any new (backend) software in Python or JS?

That's why I keep saying that Rust isn't just something more, it's a NEED for any startup growing with low budget. You cloud bills are lower and your software is faster. Nowadays you don't even need to be a super expert in Rust to build a good product, LLMs are good enough to do that if you manage the architecture correctly. Win win situation imo.

Python’s Silent Production Killer: Why "Pass-by-Reference" is a Lie Created by HarshKumar Jha If you spend enough time writing backend Python code, you will eventually ship a "ghost bug." You know the type. A web server where User B somehow sees a cached item belonging to User A. A background worker that mysteriously accumulates errors from previous jobs. A list that just keeps growing, ... link https://lnkd.in/eQzVXugM pubDate Sun, 12 Apr 2026 03:30:00 +0000

The logic behind the 1RedKey HS Code Audit Tool isn't just about the Python frontend—it’s about the constant refinement of the underlying regulatory ruleset. A little 'Saturday morning refactoring' to keep the system lean. #LogisticsTech #Python #SupplyChain #TorontoBusiness #1RedKey #TradeCompliance #grow #1_red_key

Most backend systems don’t fail because of code…They fail because of bad data flow. Here’s a simple way I think about it 👇 #Python #BackendDevelopment #SoftwareEngineering #Microservices #SystemDesign #Kafka #FastAPI #TechCareers

A/B Testing in Python: A Step-by-Step Guide Tiny button changes can make or break your web app. Learn how A/B testing with Python turns random clicks into game-changing decisions. https://lnkd.in/g2DeSuEq