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Why Soft Deletes Are Breaking Your SaaS Database (And How to Fix It) 🛑

The Soft Delete Trap In Laravel, enabling SoftDeletes is as easy as adding a trait to your Eloquent model and a deleted_at timestamp to your migration…

laraveldatabasearchitecturebackend
Dev.to Apr 29, 2026, 04:10 UTC
RU

# Экстремально чистый код

Старый код редко лежит бесплатно. Даже если его никто не вызывает, он попадает в поиск, ревью, CI, локальный запуск и голову каждому новому разработчи…

технический долгlegacy codeclean codeрефакторингbackendархитектураподдержка кодаci cd
Habr Apr 28, 2026, 18:54 UTC
EN

The Monolith is Dead (Again): Why Microservices Are Still Overhyped for Most SaaS

The Monolith is Dead (Again): Why Microservices Are Still Overhyped for Most SaaS Every few years, the tech world declares the monolith dead, ushering…

architecturebackendsaasmicroservices
Dev.to Apr 28, 2026, 17:10 UTC
EN

CLAUDE.md for Node.js: 6 Rules That Stop AI From Generating Bad Backend Code

CLAUDE.md for Node.js: 6 Rules That Stop AI From Generating Bad Backend Code You ask Claude to "add a POST /users endpoint" and you get back: A .then(…

nodejavascriptaibackend
Dev.to Apr 28, 2026, 10:03 UTC
EN

What breaks when you try to plug AI into an existing backend

Most teams think adding AI is simple. Call an API. Send some data. Get a response. In reality, the moment you try to plug AI into an existing backend,…

brainpackaiwebdevbackend
Dev.to Apr 28, 2026, 07:07 UTC
EN

Rust's Zero-Cost Abstractions, What Monomorphization Actually Does to Your Code

"Zero-cost abstractions" is one of Rust's core promises. You can write generic, composable, high-level code and the compiler will produce the same mac…

rustbackendsoftwaredevelopmentwebdev
Dev.to Apr 27, 2026, 20:07 UTC
EN

Python's Descriptor Protocol, The Feature Behind Everything You Use Daily

You use descriptors every day. Every time you write @property , every time you call a method, every time you use @staticmethod or @classmethod , you a…

pythonbackenddjangofastapi
Dev.to Apr 27, 2026, 20:02 UTC
EN

The Go Memory Model, Why Your Concurrent Code Might Be Lying to

You write two goroutines. One sets a variable, the other reads it. You run it a thousand times and it works fine. Then it breaks in production, on a d…

gobackendsoftwaredevelopmentapi
Dev.to Apr 27, 2026, 19:58 UTC
EN

How to Build a Production-Ready Secure Python API (JWT, Rate Limiting, and Caching)

Introduction Most Python APIs work perfectly in development—and fail in production. The issue is rarely functionality. It’s missing security and resil…

pythonsecurityapibackend
Dev.to Apr 27, 2026, 18:18 UTC
EN

Guardrails in AI: Keeping LLMs Safe

🤔 Imagine asking an AI agent to generate a database query… and it returns something wrong — or worse, unsafe. The problem isn’t just intelligence. It’…

aisecuritybackendgenerativeai
Dev.to Apr 27, 2026, 17:11 UTC
EN

Async Processing: The Secret to Surviving Spikes

How decoupling work from requests helps systems stay stable under load In the previous part, we saw the limitations of synchronous systems. When every…

architecturebackendperformancesystemdesign
Dev.to Apr 27, 2026, 16:05 UTC
EN

What Actually Breaks When You Connect AI to Real Enterprise Data

Connecting AI to real enterprise data sounds straightforward. Give it access to your systems. Let it read data. Let it take actions. In reality, this …

aibackendsystemdesignarchitecture
Dev.to Apr 27, 2026, 13:15 UTC
EN

Building Real-Time Chat That Doesn’t Break at Scale (and Actually Uses AI Properly)

Building Real-Time Chat That Doesn’t Break at Scale (and Actually Uses AI Properly) Most teams underestimate chat. When you try to go past the demo, c…

aiarchitecturebackendsystemdesign
Dev.to Apr 27, 2026, 07:52 UTC
EN

Microservices: A Practical Crash Course for Engineers Who Actually Ship

Microservices: A Practical Crash Course for Engineers Who Actually Ship Microservices have become one of the most discussed architectural patterns in …

microservicesbackendsystemdesigndevops
Dev.to Apr 27, 2026, 06:55 UTC
EN

Bank Financial ERP: 20-Module Banking-Grade Enterprise System

WHAT MOST PEOPLE DON'T REALIZE ABOUT BANKING SOFTWARE When people think about software for banks, they usually think about the customer-facing side — …

erpsoftwareengineeringbackendsystemdesign
Dev.to Apr 27, 2026, 05:06 UTC
EN

Why ERP integrations silently fail in production (and how I fixed it in Go)

Most integration systems don’t break immediately. They fail silently over time by corrupting your data. I learned this the hard way while building ERP…

apiarchitecturebackendgo
Dev.to Apr 26, 2026, 14:21 UTC
EN

GraphQL vs REST - Which One Should You Really Use?

For years, REST APIs have been the standard. Then GraphQL came in with promises like: “Fetch exactly what you need” “Reduce API calls” “More flexible …

backendprogrammingapilearning
Dev.to Apr 26, 2026, 07:04 UTC
EN

A Tiny Retry Utility That Saves You From Random Failures

Sometimes the difference between a flaky system and a reliable one is just a few lines of retry logic. Network calls fail, APIs timeout, and transient…

backendjavaprogrammingsoftwaredevelopment
Dev.to Apr 26, 2026, 02:37 UTC
EN

How I Rebuilt a Three-Layer Cache System in Java — Redis, L1, and MongoDB Done Right

I've been working on Nexus , a backend infrastructure project, and recently hit a point where the data synchronization layer needed a serious rethink.…

javaredismongodbbackend
Dev.to Apr 25, 2026, 19:03 UTC
EN

A Background Job Was Crashing Our JVM Every Week - Until We Taught It to Stop

Some Java services don't fail because of traffic. They fail because background jobs don't know when to stop. A background job should never be able to …

javaopensourcearchitecturebackend
Dev.to Apr 25, 2026, 14:04 UTC
EN

Borrowed Strings: API Designs That Cut 94% of Allocations

The 6ms latency improvement from one character change — how &str over String transformed our hot path performance Borrowed Strings: API Designs Th…

apibackendperformancerust
Dev.to Apr 25, 2026, 13:00 UTC
EN

RestTemplate vs RestClient vs WebClient

The HTTP Client Showdown Every Spring Developer Needs to Understand If you've been writing Spring applications for a while, you've probably had this c…

javaspringspringbootbackend
Dev.to Apr 24, 2026, 08:41 UTC
EN

Message Queues Explained: RabbitMQ vs Kafka vs SQS — When to Use What

Why Message Queues? Imagine Service A needs to send emails after a user signs up. If it calls the email service directly: What if the email service is…

architecturebackendmicroservicessystemdesign
Dev.to Apr 24, 2026, 08:20 UTC
EN

Giving Your Accounting App a Brain: NestJS "MCP"

Recap Let's be real: in the last blog we were running a local MCP server on my pc, wiring it up to GitHub Copilot like mad scientists. It was awesome.…

aibackendllmmcp
Dev.to Apr 23, 2026, 23:23 UTC
EN

Go - Channels and everything you need to know about it!

In this article, we are going to explore and take a deep dive into one of the most important topics in the Go language: channels, and how we can use t…

gobackendprogrammingtutorial
Dev.to Apr 23, 2026, 23:07 UTC
RU

Kotlin vs Java: что выбрать для бэкенда?

В статье рассмотрим кто сегодня выигрывает битву за бэкенд: сравнение синтаксиса, разбор производительности, а главное — честный прогноз на 2-3 года. …

программированиеjavakotlinbackendсравнение языковjvmархитектура приложений
Habr Apr 23, 2026, 18:51 UTC
EN

How We Log LLM Requests at Sub-50ms Latency Using ClickHouse

We were logging 50,000 LLM requests per day to PostgreSQL. Query latency was fine. At 400,000 requests, cost aggregation queries started taking 3 seco…

llmclickhousebackendai
Dev.to Apr 23, 2026, 18:30 UTC
EN

Why Is Redis INCR a Bad Fit for a Public URL Shortener?

LeetDezine Redis INCR is one of those solutions that looks perfect the first time you see it. Atomic counter increments. Every call returns a unique i…

systemdesigndistributedsystemsbackendredis
Dev.to Apr 23, 2026, 17:18 UTC
EN

If your refresh token gets stolen, rotation alone won't save you — here's what does

Standard advice for refresh tokens is pretty straightforward: rotate on every use store them hashed keep expiry short Done, right? Not quite. Rotation…

architecturebackendsecuritywebdev
Dev.to Apr 23, 2026, 16:49 UTC
EN

What cave diving taught me about distributed systems

What cave diving taught me about distributed systems I've been building backend systems for 14 years. I've also spent a decent chunk of the last decad…

distributedsystemssoftwareengineeringbackendcareer
Dev.to Apr 23, 2026, 16:32 UTC

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