As the author of "Electronic Lyre" Электронная лира, I want to share why this book is essential reading for developers working at the intersection of code and creativity. For years, we've treated poetry generation as a side project – a fun way to tes...

Why Rest Matters for Software Engineers We are all software engineers, and most of us know what it feels like to carry work in our heads even after the laptop is closed. During the week, there is always something to solve: a production issue, a di...

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’...

Most MCP demos are one tool call. Real work is a dependency chain: create a project, read its ID, pass that ID into the next operation, and keep going. The costly part is often the handoff. In the benchmark's ecommerce workflow, both configurations ...

I built NSE Network Sandbox Engine because testing nftables rules on a live system is dangerous. One bad rule can drop your SSH session or leave orphan tables behind. NSE solves this by creating an ephemeral Linux network namespace, loading your rul...

For anyone studying Image Heat Maps... Understanding model interpretability in deep learning object detection presents distinct challenges compared to standard image classification. Traditional attribution methods like Grad-CAM rely heavily on backpr...

Every dev team I know has a backlog of "can you pull this number for me" requests from the business side. The interesting shift this year is that plain English querying is finally good enough to hand a lot of that work back. How the conversational a...

🔎 What is CORS? Cross-Origin Resource Sharing CORS is a browser security feature that controls how web applications request resources APIs, images, fonts, etc. from a different origin domain, protocol or port. 👉 Example: Your React frontend runs...

Reinforcement learning has accumulated layers of complexity over the years: value functions, policy gradients, replay buffers, target networks. The Cross-Entropy Method predates all of it. Rubinstein introduced it in 1997 for rare-event simulation, ...

A fraud detection model scores 99.5% accuracy. Sounds excellent until you check the predictions: it labels every single transaction as legitimate. With only 0.5% of transactions being fraudulent, a classifier that always says "no" is right 99.5% of ...

A real-world-style digital growth case study by Next Big Creative A growing service business came to us with a problem that looked like an SEO problem. Their website was already live. They were publishing content. Google was bringing visitors. Soci...

Your CrewAI agent has the same problem web servers had in 2005: it accepts user input without sanitizing. In 2005, the vulnerability was called SQL Injection and it allowed an attacker to execute arbitrary commands on your database with a '; DROP TAB...

The article linked herehttps://calnewport.com/on-ai-coding-and-its-discontents/ describes a telling case: a senior developer discovers that Claude Code reduced the time needed to complete a task from a week to just two days. However, later on, the ge...

AI agents are changing the software industry faster than many of us expected. Tasks that once required hours of coding can now be accelerated with AI, and the role of software engineers is evolving. However, I believe the future of software developm...

Engineer vs. Developer A Software Developer focuses mainly on building and maintaining software writing code, implementing features, fixing bugs, and improving existing functionality. A Software Engineer looks at the bigger picture. They analyze ...

If you've ever built a newsletter with Resend, you've probably hit this wall: everything works great for your first handful of subscribers, and then one day you're manually exporting a list from your CMS and pasting emails one by one because your "se...