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⚡ AI Lessons

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
16h ago
I Gave the Right Answer in a Senior Backend Interview. The Interviewer Changed One Constraint and My
I had prepared the architecture most Senior Backend Engineers would recognize immediately, including PostgreSQL as the source of truth… Continue reading on Java

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
22h ago
Our Spring Boot API Was Fast for Months. Then Production Data Exposed What Hibernate Was Really
The endpoint had survived months of releases, ordinary production traffic, load tests, and code reviews without giving us any reason to… Continue reading on Med

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
22h ago
Our Spring Boot API Was Fast in Testing. One Hibernate Query Turned It Into 1,247 SQL Queries
The endpoint looked harmless because it returned a list of customers with their recent orders, the code was short enough to understand… Continue reading on Medi

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
4d ago
Common Server Action and API Route Errors in Next.js (and How to Fix Them)
Server Actions made a lot of backend logic in Next.js dramatically simpler — no separate API route needed for a form submission. But they… Continue reading on M

Medium · AI
🔧 Backend Engineering
⚡ AI Lesson
4d ago
11 Tiny Bash Scripts That Save Me Time Every Day
Find the process blocking a port, compare messy API responses, and keep the build log you always forget to save. Continue reading on Medium »

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
4d ago
11 Tiny Bash Scripts That Save Me Time Every Day
Find the process blocking a port, compare messy API responses, and keep the build log you always forget to save. Continue reading on Medium »

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
5d ago
I Thought My Senior Backend Interview Answers Needed More Detail. Then I Started Timing Them.
I had spent weeks making my system design and production answers more complete. Continue reading on Let’s Code Future »

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
5d ago
I Failed Several Senior Backend Interviews After Giving Answers I Thought Were Correct.
The questions I remembered were about databases, queues, caching and production incidents. The useful part turned out to be what happened… Continue reading on J
Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
5d ago
Authentication in ASP.NET Core
A deep-dive walkthrough of authentication in ASP.NET Core — covering the ClaimsPrincipal/ClaimsIdentity model everything else builds on… Continue reading on Med

Medium · Programming
🔧 Backend Engineering
1w ago
Spring Boot 4 Ignored Every JSON Setting I Wrote — Two Weeks, Zero Log Lines
A mapper bean that had shaped every API response for three years stopped applying the day the service moved to Spring Boot 4, and for two… Continue reading on C

Medium · Programming
🔧 Backend Engineering
1w ago
Understanding Cron Expressions in Spring Boot: How They Work
When you need to run tasks automatically in Spring Boot, cron expressions make it easy to schedule them at specific times or intervals. Continue reading on Medi

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
1w ago
Authorization in Rails: Why a Record ID Is Never Enough
A record ID identifies data. It does not prove that the requester may read or change it. Continue reading on Medium »
Dev.to AI
🔧 Backend Engineering
1w ago
Why Your AI-Generated Code Keeps Breaking in Production
AI can write a function in seconds. It can generate an API endpoint, build a React component, create a database query, write unit tests, and even refactor an en
Dev.to AI
🔧 Backend Engineering
⚡ AI Lesson
1w ago
ByteChef Embedded, Part 1: Let Your Users Connect Their Apps
TL;DR: Before a customer can automate anything in your product, they have to connect their own accounts . ByteChef Embedded makes that a two-piece job: (1) your

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
1w ago
How your terminal works, one keypress at a time (IWSET #3)
Last week we took an LLM apart token by token. This week: the black window you type in every day and have probably never questioned. Continue reading on Medium

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
1w ago
20 Advanced Java Interview Questions You Should Revise Before Your Next Interview
If you have a Java interview coming up, don’t spend all your time revising basic syntax, OOP concepts, or definitions. Continue reading on Medium »
Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
1w ago
Understanding PL/SQL Exception Handling | Interview Version | Best of mrcaption49
PL/SQL Exception Handling provides a controlled mechanism to handle runtime errors without abruptly terminating the application. It allows… Continue reading on

Medium · AI
🔧 Backend Engineering
⚡ AI Lesson
1w ago
Modern İnternet ve Backend Nasıl Çalışıyor?
Telefonumuzdan mesaj gönderdiğimizde, bir video açtığımızda veya yapay zekâya soru sorduğumuzda ekranda oldukça basit bir işlem görürüz… Continue reading on Med
Dev.to AI
🔧 Backend Engineering
⚡ AI Lesson
1w ago
Why Copy-Paste Code Examples Need the Same Care as Production Code
A developer I once worked with told me his worst outage came from a snippet he found in an official documentation page. Not a sketchy forum post, not an AI chat

Medium · Programming
🔧 Backend Engineering
1w ago
Your Application, Connection Pool, and Database Are One Concurrency System
A backend engineer increases the thread pool. Continue reading on Medium »

Medium · Programming
🔧 Backend Engineering
1w ago
EF Core Performance Optimization Challenge | 233x FASTER
“Your database isn’t slow. Your ORM is having a conversation with it that nobody asked for.” Continue reading on Medium »

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
2w ago
TypeScript finally stopped making me wait
A decade-old JavaScript compiler got rewritten in Go, and the first thing I noticed was how much dead time it removed from my day Continue reading on Medium »

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Your API Pagination Gets Slower as Users Go Deeper
Offset pagination makes the database walk past rows you never return. Keyset pagination starts from where the previous page ended. Continue reading on Medium »

Medium · Programming
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Symfony 8.1: Fixing the Hidden Cost of Worker Mode
How automatic kernel resets prevent state from leaking between requests in long-running workers. Continue reading on Medium »
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