10 Popular API Practices That Do More Harm Than Good
A lot of best practices are just common mistakes that look good. Here’s how to spot them early.
158 stories · Latest Oct 4, 2026
Field notes on building software that holds up.
I'm Vinod, a senior developer writing about APIs, databases, architecture and clean code, and the popular practices that quietly do more harm than good.
10 Popular Architecture Practices That Do More Harm Than Good
If you blindly follow any of them, your system might struggle later
How I Design Database Schemas as a Senior Developer for Better Results
Practical tips for designing a database schema without painful rewrites
10 Popular Security Practices That Do More Harm Than Good
These were good security practices 10 years ago. Attackers evolved. Our code did not.
How I Design APIs As Senior Developer For Better Results
The decisions I make before writing a single line of API code
How Deleting Unit Tests Made Our Codebase Insanely Better
Write fewer unit tests. Just make sure the ones you keep mean something.
The Truth About AI Code and Your Growing Tech Debt
Why AI-written features become tech debt faster than the code you write yourself
10 Popular Database Practices That Do More Harm Than Good
What I stopped doing after years of cleaning up production databases
How I Use Stacked PRs to Make Painful Reviews Simple
Your code reviewers are not lazy. You are handing them more than anyone can hold in their head.
10 Proven Clean Code Truths I Know That Are Best as a Senior Developer
The rules that survived ten years of reviews, rewrites, and code I had to fix myself
How to make the smart build vs buy AI decision
A new AI feature lands on your roadmap. Someone asks the obvious question. Build it or buy it? The answer feels simple.
Stop Testing AI Agents Like Software. Here’s How to Test It the Right Way
What I learned after building many AI agents that confidently gave wrong answers
7 Proven Signs I Look For When Interviewing Engineers
From someone who has taken more than a hundred technical interviews, here’s what I found
How I Ship Code Insanely Fast Right After Joining
The exact system I use to start pushing and releasing code in 2 weeks, while most new hires take 2 months.
9 Hidden Coding Secrets Only Great Developers Know
The habits that keep your code alive and your weekends free.
10 AI Concepts That Sound Hard but Are Surprisingly Simple
You have heard these concepts a hundred times. Here is what they actually mean.
I Reviewed More Than 100 AI Agents. Most Should Have Been Non-AI Code.
You don’t need AI agents for everything. Stop wasting your time and money on them.
AI Writes Your Code Now. So, Why Keep It Clean?
The argument sounds strong. It falls apart the moment you ship to production.
Why new developer onboarding costs are surprisingly brutal
You hire a senior developer. The offer letter shows a salary. Add benefits, and you feel like you know the cost. You don't.
The surprising reason your AI retrieval actually fails
40-60% of enterprise RAG implementations fail to reach production.
Everyone Can Code Now Thanks to AI, But That Won’t Make You an Engineer
The code was never the hard part. The judgment around it is.
Why Our New Human Code Ban Was an Epic Fail
We told 10 developers to ship a real client project with AI only. Here is what broke, what held up, and what we kept.
Why AI Cannot Save Your Bad Architecture (7 Hidden Reasons)
Perfect code from a confused brain still ships a broken system.
7 Warning Signs Your Codebase Is Becoming Legacy and How to Fix It
Spot them early. Fix them now. Save yourself a rewrite later.
Why I Defend Monoliths in Every Architecture Review Now
Eight years of microservices changed my default. Here’s what I learned.
The hidden cost of growth: Why engineering velocity declines
Your engineering team is twice the size it was two years ago. The roadmap is longer. The planning is more structured. And yet features take longer to ship than they did when the team was smaller.
Nobody Cares About Your Side Projects. Build Them Anyway.
Nobody cared about his side project either. He built it in 2 months, got calls from Sam Altman and Zuckerberg, and the offers hit billions.
My 7 Killer Self-Review Secrets as a Senior Developer
How I catch real bugs before code review, without fancy tools or extra time.
10 Proven Ways I Instantly Spot Bad AI-Generated Code
The patterns I keep catching in AI-generated code, how to spot them, and how to stop them
How I Got High-Paying Remote Job Offers Without Ever Applying
The hidden talent network strategy most developers overlook
I Built 20+ AI Agents. Here Are the Hidden Lessons
A plain-English guide to the concepts behind every AI agent
AI Was Supposed to Replace Developers by Now. What Happened?
Turns out, replacing developers is harder than tweeting about it.
The ultimate guide to AI integration ROI for Software Engineering teams
Most engineering leaders face the same pressure: the C-suite wants AI. Developers want AI. But nobody can agree on what success looks like when using AI tools.
These Bad Architecture Decisions Made Me a Better Senior Developer
These mistakes cost me painful lessons. But they built my judgment and changed how I think, design, and ship
The Heisenberg Bug: How to Debug Bugs That Disappear
Some bugs only exist when no one is watching. Here is how to catch them.
My Practical Approach for Reviewing AI-Generated Code
A simple checklist I use before accepting the code written by AI
How I Build Prototypes Faster Using This Proven System
My exact step-by-step process that creates prototypes in days, not months.
10 Popular Clean Code Practices That Do More Harm Than Good
What decades of maintaining real systems taught me about clean code
The real bottlenecks behind scaling databases and how to spot them
Your database was fine yesterday. Today, page loads crawl, alerts are firing, and someone says, “Should we scale the database?” That question usually comes months too late.
How I Review Tech Architecture as a Senior Developer For Better Results
What I have learnt after reviewing more than 100+ architectures.
5 Skills That Made Me a More Valuable Developer Than Any Framework Ever Could
Timeless skills for developers who refuse to become obsolete
How To Use AI Tools Without Burning Money On Tokens
14 tested ways to cut AI costs by 80% without losing quality
Why Copying Architectures From Big Tech Companies Is Dangerous
Instead, design systems that fit your team, your scale, and your constraints.
Thank You, Stack Overflow!
Remembering the platform that raised a generation of engineers
A practical approach to implementing cross-cutting concerns at scale
In real projects, some features don’t stay within a single part of the code. They appear in many places across the system.
How Simpler Architectures Made Me a Better Senior Developer
Tips for designing simpler yet effective architectures
10 Open Source Projects That Let Me Build Software For Free
How I replaced $2,000–$5,000/month SaaS bills with self-hosted open source tools
MCP Is the New AI Agent Standard, and It’s Happening Faster Than Expected
Why AI agents were hard to build, and how MCP changed that
Serverless doesn’t mean free: Tradeoffs every engineering team should know
The promise of serverless computing is compelling: write code, deploy it, and pay only for what you use. No servers to manage, automatic scaling, and theoretically lower costs.
Can You Solve This Production Bug?
Are you ready for the challenge?
7 Git Mistakes Even Senior Engineers Make (And How to Fix Them)
Learn the painful Git lessons I wish someone had warned me about
How Senior Developers Ask Better Questions (And How I Learned It)
The gap between juniors and seniors is often just one well-shaped question
Prompt Coding Is Ruining Your Learning. Here is the Better Way to Use AI
Prompt coding is taking over fast, and it’s just as dangerous as vibe coding, maybe worse.
I Wasted 8 Months on Every Remote Job Site. This Is the Only One Worth Your Time
What 8 months, 40+ job boards, and 400+ applications taught me about finding real remote work.
The hidden risks in acquired codebases (and how to uncover them fast)
When your company buys another business, you also take over their code. That code usually comes with years of quick fixes and hidden problems.
These 5 Productivity Myths Wasted My Time as a Developer
The hard lessons I learned after chasing every “productivity hack” in tech.
How a Few Simple Habits Made My Remote Team Actually Trust Me
What I learned about trust while building software in a remote setup
How I Make Design Trade-offs As A Senior Developer For Better Results
Why every great system design is a set of smart compromises and how to make them wisely.
I Used to Struggle With New Projects, Until I Found This Simple Approach
How I cut down my onboarding time from days to hours with a repeatable way to understand any codebase
5 Code Smells That Quietly Destroy Your Good Architecture
Because not every bug breaks production, some silently break your architecture.
How I Learned The Rare Skill Of Reviewing Senior Developers’ Code
Stop blindly approving senior PRs. Here’s how to review with confidence and zero imposter syndrome.
Build or buy: How to decide as a tech lead
Every tech lead eventually faces the same question: Should you build this yourself, or should you buy it?
How I Estimate Projects as a Senior Developer for Better Results
Tips for better project estimation
This Simple Debugging Technique has Made Me Faster Than Ever
Spoiler: It’s reading error messages…slowly.
7 Security Mistakes You Need to Stop Right Away As A Developer
What I keep seeing in audits, code reviews, and real-world breaches
Why Great Developers Always Spot Problems in Their Old Code
The uncomfortable truth about developers who never level up.
What It Really Takes To Scale A Chat App To 100K Users (Our Full Journey)
The engineering challenges we faced and lessons learned along the way.
How I Stopped Confusing Non-Tech People As A Senior Developer (and Got Better Results)
Tips to have better communication with non-tech folks
From Monolith to Microservices: My Proven Strategies for a Smooth Migration
The microservice migration guide I wish I had before starting.
When to bet on a new tech stack (and when to stay conservative)
Choosing between the new tech stack and sticking to the old one is one of the most challenging situations in software development.
7 Architecture Mistakes Even Senior Engineers Make (And How to Fix Them)
These mistakes cost me time, trust, and tech debt. Let me help you dodge them.
I Tried “Vibe Coding” for a Week — Here’s Why It Sucks (and How To Actually Get Sh*t Done)
It looks like coding. It feels like progress. It’s neither.
The Surprising Ways I Know A Developer Is Struggling
Real signs I’ve seen, mistakes I’ve made, and what I do differently now
How I Lead Tech Discussions as a Senior Developer for Better Results
Tips to drive impactful technical conversations
The Black Box Method: How I Learn New Tech Faster
The shortcut I use to learn new tech before everyone else
The truth about balancing innovation and tech debt in software engineering
You just shipped a big feature. Marketing's thrilled. Users love it. But under the hood, your team hacked together three workarounds, skipped writing tests, and swore to "clean it up later."
5 Signs That You’re Stuck in a Toxic Engineering Culture (And How to Fix It)
Spot the red flags, fix what you can, and know when to walk away
7 Practical Ways I Learn New Tech on the Job (Without Working Extra Hours)
How I stay ahead as a developer — without coding extra hours
We Stopped Doing Scrum Ceremonies. Our Developers Have Never Been Happier
Scrum is just corporate micromanagement dressed up as agile.
How I Overcame Burnout as a Senior Developer for Better Results
You’re not lazy. You’re exhausted. There’s a difference.
Why I Avoid Clever Code for Better Results
Clarity > Cleverness — Always.
Certifications Are Useless Without Real-World Experience — Here’s Why
You can’t fake experience with a certificate, no matter how shiny it looks on LinkedIn.
Remote Work, Better Results: How I Boosted My Coding Productivity
How I turned remote work from a struggle into a superpower as a developer
What Tunnel Vision Taught Me About Being a Better Developer
How Losing Sight of the Bigger Picture Helped Me See What Really Matters
How I Mentor Juniors as a Senior Developer for Better Results
Mentorship Is Not As Easy As It Sounds — Here’s How I Make It Work
These 5 Silly Habits Stalled My Dev Career for Years
Here’s How I Fixed Them and Boosted My Career
What No One Told Me About Becoming a Tech Lead
The unspoken truths about leading engineers, juggling expectations, and finding your voice
How Quitting Multitasking Made Me a Better Developer
The Surprising Benefits of Doing Less to Achieve More in Programming
How I Use Transferable Skills To Learn New Technologies Faster
The 3x Faster Learning Strategy That Saved Me Hundreds of Hours (No Genius Required)
How I Make Better Architectural Decisions as a Senior Developer
Tips to make better architectural decisions
The 7 Most Exciting Moments in Software History
How a 19th-century poet, a moth in a relay, and the Space Race created the apps you use today.
5 Mindset Shifts That Made Me a Better Developer
Tips for improving as a developer
Why I Hated Pair Programming And What Finally Made It Better
My strategies & tips for better pair programming
How I Improved My Technical Interviewing Skills for Better Results
Tips to conduct better technical interviews
How I Write Meaningful Unit Tests for Better Results
Tips to write meaningful unit tests
How I Manage Tech Debt Better as a Senior Developer
Tips to deal with tech debt
10 Important .NET Questions That Always Found in the Interviews
Learn these before your next interview
Master the Art of Debugging: My Debugging Techniques
An Underrated Skill that AI Can’t Replace
The Day I Broke Down the Production Application
How a Small Fix Turned Into a Nightmare And What I Learned from It
How I Review Code As a Senior Developer For Better Results
I have been doing code reviews for quite some time and have become better at it. From my experience here I have compiled a list of…
How to Integrate Azure Blob Storage with .NET Core The Easy Way
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Visual Studio Tips Senior Developers Love For Maximum Productivity
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The Rich History of .NET from a Developer’s Perspective
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Integrating Firestore in Your Expo App the Easy Way
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All The Git Commands That You Need To Know for Better Code Management
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How to Seamlessly Version Your .NET Core Web API for Long-Term Success
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The open-source community has recently faced challenges due to negative activities occurring within some open-source projects.
How to Use a .env File in an Expo React Native App with EAS
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In modern applications, running background tasks or services that perform specific functions asynchronously without blocking the main…
DLL Dancing: The .NET Developer’s worst nightmare and how to fix it
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From Concept to Code: The Factory Pattern Made Easy
The Factory Pattern is a powerful design pattern that can help programmers write more maintainable and scalable code. In this article…
How to Create and Publish a WPF Application on the Microsoft Store
Windows Presentation Foundation (WPF) is a powerful framework for building Windows desktop applications with rich user interfaces…
IEnumerable vs IQueryable: Choosing the Right Tool for the Job
In C# programming, understanding the differences between IEnumerable and IQueryable is crucial for writing efficient and performant code…
Mastering Dependency Injection in .NET Core
Dependency Injection (DI) is a powerful software design pattern that plays a crucial role in building modular, maintainable, and scalable…
Exploring the Power of Extension Methods in .NET Core
In the dynamic world of software development, programmers are always on the lookout for tools and techniques that can enhance their…
All you need to know about Tuples in C#
In the world of C# programming, data structuring is a critical aspect of writing efficient and maintainable code. While classes and structs…
All you need to know about Delegates in C#
In the world of C# programming, delegates stand out as a powerful and flexible feature that allows developers to work with function…
All you need to know about JWT Around Web Security
In today’s digital landscape, security is paramount, especially when it comes to user authentication and authorization in web applications…
How to Dockerize a .Net application: All You Need To Know
In this tutorial, we’ll walk through the process of dockerizing a .NET application, explaining each step in detail. We’ll also cover how to
How to Implement JWT Token Authentication in .NET Core 6
In this article we will how we can implement JWT authentication in .net core applications
The Importance of Unit Testing in Software Development
“Why do I need to write more code to test my code?” 😕
Understanding and Using Regular Expressions
As developers, we all hate regex more than anything else. But after reading this article, I hope you will get a better idea about regex…
How to Create the Perfect Documentation for Your Code
Documentation plays a key role in software development. It might not be as glamorous as writing code or designing a user interface, but…
How to Produce and Consume Kafka Messages in .NET 6
Apache Kafka has become a popular choice for building real-time data pipelines and streaming applications. It provides a distributed and…
Why You Should Use Redis Cache?
In the world of modern web applications, where data is the lifeblood, the need for efficient data storage and retrieval mechanisms has…
How to Integrate Redis Cache in .NET Core 6
Caching is an essential technique in modern software development that helps improve the performance and responsiveness of applications…
Onion Structure in Domain-Driven Design (DDD)
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How to add a middleware in .NET Core
Middleware in ASP.NET Core plays a crucial role in the request pipeline, allowing you to handle requests and responses effectively. By…
How to Memorize Every Design Pattern Name
In the world of software development, design patterns stand as indispensable tools. They provide standardized solutions to recurring design…
How to connect .NET Web API with SQL Server using Entity Framework: Code-First Approach
In the previous article, we explored how to connect a .NET Web API with SQL Server using Entity Framework in the Database-First approach…
How to Connect .NET Web API with SQL Server using Entity Framework
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Understanding Rate Limiting and Implementing it in .NET Core WebAPI
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When it comes to object-oriented programming, understanding the concepts of interfaces and abstract classes is crucial. These two…
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The release of .NET 8 brings forth a host of exciting new features and improvements that enhance developer productivity, simplify build…
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In today’s fast-paced world, efficient caching mechanisms play a vital role in improving the performance and scalability of applications…
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In this article, I will walk you through the process of creating a GraphQL backend using .NET Core 6 and the Hot Chocolate library…
Understanding GraphQL: A Paradigm Shift from REST API
In the realm of web development, APIs play a vital role in enabling communication between client applications and server-side systems. Over…
The Ultimate Collection of LINQ Joins in One Place
LINQ (Language Integrated Query) is a powerful feature in .NET that allows developers to query and manipulate data from various data…
Async/Await, Concurrency, and Parallelism in C#: Supercharge Your Programming!
In the world of programming, understanding concepts like async/await, concurrency, and parallelism is essential. These concepts allow…
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Real-time communication is becoming increasingly essential in modern web applications. In this blog post, we will explore how to develop a…
Implementing DevOps in .NET Development with Azure DevOps: Strategies and Tools
DevOps practices, when combined with the power of Azure DevOps, can revolutionize your .NET development process. In this blog, we’ll…
Creating a Cross-Platform Mobile App with .NET MAUI
With the increasing demand for mobile applications across multiple platforms, developers are seeking efficient ways to build apps that can…
Exploring the Benefits of Microservices Architecture with .NET: Real-World Use Cases
Microservices Architecture has revolutionized the way modern applications are designed and developed. With its focus on scalability…
How to Create a Custom Authentication System in .NET Core
Authentication is a fundamental aspect of building secure web applications. While ASP.NET Core provides built-in authentication mechanisms…
Best Practices for Secure .NET Application Development
In today’s interconnected world, security is a critical aspect of application development. As .NET developers, it is crucial to adopt best…
Building a RESTful API with .NET Core and Entity Framework
Building a robust and efficient RESTful API is a critical requirement for modern web applications. With the latest version of .NET Core…
10 Must-Know Tips for Optimizing Your .NET Application’s Performance
Performance optimization is a crucial aspect of software development, and it plays a significant role in ensuring that your .NET…
Using Dependency Injection in .NET Applications: Pros and Cons
Dependency injection (DI) is a design pattern that has become increasingly popular in the world of software development. It involves…
Migrating from .NET Framework to .NET Core: A Step-by-Step Guide
The release of .NET Core marked a major shift in the world of .NET development. While the .NET Framework has been the go-to platform for…
Create API calling code right from Postman
If you are a backend developer then you have used Postman to test your APIs. Postman has lots of useful features and today I am going to…
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If you are building a website or project then you will need some npm packages for commonly used features. You searched online and found…
How to estimate a project as a Software Developer
Recently I was given a new project and they asked me the total time it would take to complete this project I was clueless as I never have…
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