Month: January 2026

Ad networks don’t investigate intent — they react to patterns. This article describes a real incident where a Django-based content site nearly faced an ad network ban due to abnormal ad impression behavior that resembled invalid traffic. Instead of blocking users or traffic, the solution was to temporarily suppress ads for suspicious viewers at the … Read more

If you’ve been listening to your favorite influencer, you’ve probably heard the gospel: “taste” will be the biggest differentiator in the AI era. LLMs can now write, draw, and compose with minimal prompting, but what they produce often feels lifeless. “Slop,” as the internet calls it. Taste, supposedly, is the antidote. The general sentiment is … Read more

When I started learning AI and diving into frameworks like LangGraph, n8n, and the OpenAI APIs, I found plenty of great tutorials. They taught me how to build a simple chatbot, how to make my first LLM call, how to chain a few prompts together. Useful stuff for getting started. Great for for learning. Less … Read more

Interviewers and LeetCode problems often focus on rotating binary trees. But what about transforming a general tree into a different one? How do we solve this problem, and what approaches can we take? Let’s explore this by examining how we translate one syntax tree into another. How we got here It’s not hard to imagine … Read more

When daily urgencies and immediate results take priority over long-term goals, when quick fixes are the default mode of execution instead of big-picture thinking or when you spend most of your time firefighting issues—putting out fires, responding to crises and reacting to challenges that surface unexpectedly—it may feel like you’re accomplishing a lot. Problems are … Read more

As a senior cloud engineer who has architected solutions across multiple cloud platforms, I’ve learned that choosing the right load balancer can make or break your application’s performance, scalability, and cost efficiency. This guide dives deep into the load balancing offerings from AWS, GCP, and Azure, explaining how they work internally and when to use … Read more

The web application built with a modern tech stack that lets users upload videos, configure silence detection parameters, and get back a trimmed video quickly.

The job market didn’t suddenly become broken. It became AI-native quietly, incrementally, and without updating the rules for the people inside it. We still talk about hiring as if humans are the primary decision-makers. As if a recruiter reads every CV, evaluates context, and makes a judgment call. That story is comforting. It’s also largely … Read more

Digital Trust Is Not a Feature – It’s a Philosophical Problem For most of human history, trust was something we negotiated face to face. We trusted people we knew, institutions we could see, and systems that evolved slowly enough for social norms to keep pace. Today, that foundation is gone. Trust now flows through code, … Read more

Developers don’t buy stories, they test things. This article explains why traditional marketing backfires with technical audiences and how anti-marketing became the most effective growth strategy in B2B software.

I lost one Saturday trying to make existing SVG plugins work with Rslib. Most were Vite-only, some were outdated, and none fit Svelte or Vue properly. So I wrote two plugins instead: @avatune/rsbuild-plugin-svg-to-svelte and @avatune/rsbuild-plugin-svg-to-vue This post is basically why they exist. The Setup I’m building Avatune, an avatar component library that supports React, Vue, … Read more

Your Employees Are Feeding Secrets to AI — And You Don’t Even Know It The $670,000 Mistake You’re Probably Making Right Now While you’re reading this, someone in your organization is pasting confidential data into an AI tool. They’re not malicious. They’re not stupid. They’re just trying to finish a report 10 minutes faster. And … Read more

Agentic AI systems act autonomously across enterprise environments, making traditional perimeter-based security ineffective. Zero Trust treats AI agents as independent actors with identities, enforcing continuous verification, least-privilege access, and contextual controls across APIs, systems, and data. While powerful, Zero Trust must be implemented thoughtfully to avoid policy sprawl, blind spots, and legacy gaps. When done … Read more

The failure wasn’t technical When you’re responsible for rolling out AI inside a company, it’s easy to focus on the visible parts. Models. Connectors. Retrieval. Permissions. Latency. That’s the work everyone sees. But that’s not why my rollout struggled. It didn’t fail because the system was broken. It failed because I was designing AI for … Read more