Posts by SuMiTa

@SuMiTa

Sumita Rani Dey

Python Coder
Joined May 2026
6.2k Points • 265 Badges • 69 Connections • 157 Followers • 71 Following

Posts by SuMiTa

SuMiTa • • in Articles • 2 min read
In the world of software development, we often celebrate fast coders, clean architecture, and mastering the latest framework. But there is one skill that is even more valuable: > Knowing what problem is actually worth solving. A developer can writ...
SuMiTa • • in Articles • 3 min read
There’s a trap almost every developer falls into. We start measuring our progress by how much we know. Another framework. Another programming language. Another certification. Another AI tool. Another 500-line project on GitHub. And somehow, despit...
SuMiTa • • in Articles • 1 min read
We often celebrate code that works. The feature is complete. The tests pass. The deployment succeeds. So we move on. But there is another question developers should ask: > “Will another developer understand this code six months from now?” Becaus...
SuMiTa • • in Articles • 1 min read
A bug is rarely just a bug. Sometimes it is a missing validation. Sometimes it is unclear requirements. Sometimes it is technical debt. And sometimes, it is simply a developer making an assumption that nobody questioned. The easy response is: > “L...
SuMiTa • • in Articles • 1 min read
There’s a dangerous stage in every developer’s career: When the code works, but you don’t know why. You change three things. Restart the server. Clear the cache. Run it again. Suddenly—it works. 🎉 But you haven’t actually fixed the problem. You’...
SuMiTa • • in Articles • 2 min read
For years, the gold standard of a great software engineer was simple: How fast can you write clean, bug-free code? If you memorized syntax, mastered complex algorithms, and cranked out features at lightning speed, you were top tier. Then AI coding ...
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SuMiTa • • in Articles • 1 min read
One of the most frustrating moments in development is when code that worked perfectly yesterday suddenly stops working today. You didn’t change the feature. You didn’t intentionally modify the logic. Yet suddenly: The API returns an error. The ...
SuMiTa • • in Articles • 2 min read
There’s a common misconception in software development: Senior developers know the answers. They don’t. They simply know how to find the right answer without wasting hours. A developer can’t memorize every API, framework, error message, database ...
SuMiTa • • in Articles • 1 min read
You deploy your feature. Tests are passing. The build is green. No errors in the logs. Everything looks perfect. But then you keep checking production every 10 minutes. Why? Because experienced developers know something important: > Passing tes...
SuMiTa • • in Articles • 1 min read
The Most Dangerous Code Is the Code Nobody Understands We often worry about bad code, slow code, and buggy code. But there’s another kind of code that can be even more dangerous: Code that works perfectly… and nobody understands why. A developer...
SuMiTa • • in Articles • 1 min read
There’s a habit in software development that rarely gets enough attention: We measure how much code we write instead of how many problems we remove. A developer can spend three days building 2,000 lines of code and still create more complexity than...
SuMiTa • • in Articles • 1 min read
We live in a culture where developers are constantly told to move faster. Ship more features. Close more tickets. Write more code. Learn more tools. Use AI to make everything faster. But there’s a problem: Speed without direction is just expensive...
SuMiTa • • in Articles • 3 min read
There is a strange thing happening in software development. We can write code faster than ever. AI can generate an API, create database models, write tests, refactor a component, explain an error, and even open a pull request before you finish your...
SuMiTa • • in Articles • 3 min read
AI coding assistants and coding agents have changed the speed of software development. A developer can now generate features, write tests, refactor code, and investigate bugs in a fraction of the time. But there is an uncomfortable question: Are we...
SuMiTa • • in Articles • 2 min read
A bug appears in production. Your first instinct is often to start changing code immediately. Add a condition. Change a query. Restart the service. Update a dependency. Try something else. Sometimes it works. But you may have no idea why it worked...
SuMiTa • • in Articles • 3 min read
When an application becomes slow, one of the first things developers often say is: > "We need a faster database." Sometimes that's true. But very often, the database isn't the problem. The application is simply asking the database to do too much ...
SuMiTa • • in Articles • 3 min read
The Feature Is Done… So Why Is the Project Still Getting Slower? One of the biggest problems in software development isn't writing bad code. It's continuously adding "small" features without accounting for their accumulated cost. A new filter her...
SuMiTa • • in Articles • 3 min read
The Bug Wasn't in the Code: Why Developers Debug the Wrong Layer One of the most frustrating debugging experiences is spending hours fixing code that was never actually broken. You inspect the function. You add logs. You rewrite the query. You ...
SuMiTa • • in Articles • 2 min read
For years, Object-Relational Mappers ORMs like Prisma, TypeORM, and Sequelize have been the gold standard for Node.js backend development. They offer type safety out of the box, rapid prototyping, and abstract away raw SQL complexity.However, as appl...
SuMiTa • • in Articles • 2 min read
We’ve all heard it: “It’s just a small change.” Change a button. Add one field. Update one API response. Modify one database query. Then suddenly, a 10-minute task becomes a 3-hour debugging session. The problem isn’t always the change itself. It...
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