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A-RAG: Give the Model Search Tools and Let It Retrieve Its Own Answers
Medium · Programming 🔍 RAG & Vector Search ⚡ AI Lesson 5h ago
A-RAG: Give the Model Search Tools and Let It Retrieve Its Own Answers
Traditional RAG picks chunks before the model sees the question. If the algorithm picks wrong, the model is stuck. A-RAG hands the model… Continue reading on Me
Advanced Java Interviews: The Questions That Truly Matter
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 5h ago
Advanced Java Interviews: The Questions That Truly Matter
Most developers are comfortable with Java basics, but interviews for mid-to-senior roles are rarely decided by simple definitions. What… Continue reading on Med
DevOps 1st Round: 20 Scenario-Based Questions
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 5h ago
DevOps 1st Round: 20 Scenario-Based Questions
Modern DevOps interviews are no longer about tools alone. They are designed to test how you think under pressure, how you debug complex… Continue reading on Med
Why I Started Writing on Medium as a CS Student
Medium · Programming 📣 Digital Marketing & Growth ⚡ AI Lesson 5h ago
Why I Started Writing on Medium as a CS Student
Trying to figure things out… one step at a time. Continue reading on Medium »
Claude Code Architecture Explained (2026): The Right Way to Think About CLAUDE.md,
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 5h ago
Claude Code Architecture Explained (2026): The Right Way to Think About CLAUDE.md,
Most developers aren’t failing at Claude Code because it’s hard. They’re failing because they’re thinking about it wrong. Continue reading on AlgoMart »
JSON Isn’t the Best Format for Config Files in Python — It Never Was
Medium · Programming ⚡ AI Lesson 5h ago
JSON Isn’t the Best Format for Config Files in Python — It Never Was
Python has had better options this whole time, and one of them is now baked into the standard library. Continue reading on The Pythonworld »
You Have Been Using Delegates in C# Since Day One and Never Noticed
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 5h ago
You Have Been Using Delegates in C# Since Day One and Never Noticed
Every lambda you wrote, every LINQ query you ran, every function you passed was a delegate. Continue reading on Medium »
Medium · Programming 🏗️ Systems Design & Architecture ⚡ AI Lesson 6h ago
Why I wrote my own OS instead of just studying how they work
There’s a question people ask when they find out I’m building an operating system from scratch: “Why? Aren’t there way too many OS’s… Continue reading on Medium
KAPSÜLLEME (ENCAPSULATION)
Medium · Programming 🏗️ Systems Design & Architecture ⚡ AI Lesson 6h ago
KAPSÜLLEME (ENCAPSULATION)
Daha önce Soyutlama (Abstraction) ile bir nesneyi koda aktarmıştık Artık yazılım sahasındayız ve nesne yönelimli felsefeye göre biz… Continue reading on Medium
Stop Writing Python Functions the Wrong Way — Do This Instead
Medium · Programming 📐 ML Fundamentals ⚡ AI Lesson 7h ago
Stop Writing Python Functions the Wrong Way — Do This Instead
Most Python tutorials teach you to write functions that technically work. But “works” and “good” aren’t the same thing — here’s how to… Continue reading on The
Stop Hardcoding Everything: How to Write and Use Configuration Files in Python Like a Pro
Medium · Programming ⚡ AI Lesson 7h ago
Stop Hardcoding Everything: How to Write and Use Configuration Files in Python Like a Pro
Most Python developers learn config files too late. Here’s everything you need to know — from INI to TOML — with real code you can steal… Continue reading on Th
The 7 React Patterns Every Serious Developer Should Use in 2026 (Zero Over-Renders)
Medium · Programming ⚡ AI Lesson 7h ago
The 7 React Patterns Every Serious Developer Should Use in 2026 (Zero Over-Renders)
After 5 years building real production apps, these are the exact patterns I now apply by default to keep React apps blazing fast. Continue reading on Devs Commu
Stop Writing Python Functions the Wrong Way — Do This Instead
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 7h ago
Stop Writing Python Functions the Wrong Way — Do This Instead
Most Python tutorials teach you to write functions that technically work. But “works” and “good” aren’t the same thing — here’s how to… Continue reading on The
Stop Hardcoding Everything: How to Write and Use Configuration Files in Python Like a Pro
Medium · Programming ⚡ AI Lesson 7h ago
Stop Hardcoding Everything: How to Write and Use Configuration Files in Python Like a Pro
Most Python developers learn config files too late. Here’s everything you need to know — from INI to TOML — with real code you can steal… Continue reading on Th
Vite 8: Rust Takes Over the JavaScript Build Toolchain
Medium · Programming ⚡ AI Lesson 7h ago
Vite 8: Rust Takes Over the JavaScript Build Toolchain
Vite just replaced both esbuild and Rollup with a single Rust-based bundler — and the build times are almost offensive. Continue reading on Medium »
I Was Hunting a Fortran Bug. Then a Chasm Opened Between Math and Machines.
Medium · Programming 📐 ML Fundamentals ⚡ AI Lesson 7h ago
I Was Hunting a Fortran Bug. Then a Chasm Opened Between Math and Machines.
Sometimes the bug isn’t in the code. An AI-assisted debugging session exposed the gap between a formula everyone trusts and the machine… Continue reading on Med
Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Claude Code /ultraplan Explained: Multi-Agent Planning, the Source Code Leak, and the Mythos…
Claude Code /ultraplan splits planning from execution using parallel AI agents. Here's how it works and how to start using it. Continue reading on Medium »
The Python Script That Quietly Started Making Me Money While I Slept
Medium · Programming ⚡ AI Lesson 9h ago
The Python Script That Quietly Started Making Me Money While I Slept
I thought I was just automating a boring task… turns out I accidentally built a system clients now pay for every single week Continue reading on Top Python Libr
There's a New Browser Password Stealer That Can Bypass 2FA—And It's Rentable for $1,000/Month
Medium · Programming 🔐 Cybersecurity ⚡ AI Lesson 9h ago
There's a New Browser Password Stealer That Can Bypass 2FA—And It's Rentable for $1,000/Month
If you thought about the two factors authentication was keeping you safe, there’s some bad news. Continue reading on Predict »
The Secret Life of AWS: The Console and the CLI
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 10h ago
The Secret Life of AWS: The Console and the CLI
Two ways to work with AWS — and why one of them doesn’t scale Continue reading on Medium »