
Designing a Layered YouTube Analytics Pipeline with AWS Bedrock (Architecture Overview
Most analytics pipelines measure what happened. I wanted to measure why it matters, using LLM-powered semantic enrichment to understand content qualit...

Most analytics pipelines measure what happened. I wanted to measure why it matters, using LLM-powered semantic enrichment to understand content qualit...

When talking about password managers, the discussion often focuses on encryption algorithms, key length, or “zero-knowledge.” Much less often, a more...

It worked yesterday. It worked in staging. It passed all your tests. Now it's 2 AM, your phone is buzzing, and the integration is returning garbage. A...

The email arrives on a Tuesday afternoon. "Dear valued customer, after careful consideration, we have made the difficult decision to discontinue our A...

You pick an API provider. You integrate it. You ship features. Months pass. The product works. Then the provider raises prices 300%. Or they deprecate...

Choosing an API provider feels low-stakes until you're three months into a project, tightly coupled to their endpoints, and discovering why everyone c...

JavaScript is one of the most important programming languages in modern web development. Whether you are preparing for frontend, backend, or full-stac...

"We could build that ourselves." Every developer has said it. And sometimes it's true. But sometimes "building it ourselves" turns into three months o...
Every Machine Learning model fails. The question is how. Most failures fall into two categories: It’s too simple. It’s too complex. In ML… Continue re...
When most people start learning JavaScript, they believe it only works inside the browser. But that’s not true anymore. Today, JavaScript… Continue re...

Agents don’t work. Verifiers do. LLMs propose; deterministic systems decide what’s allowed to run. Code agents succeed because software already has co...

AI Agents Demystified: From Language Models to Autonomous Intelligence Introduction Artificial Intelligence has come a long way since its inception. W...

Documentation is the API's resume. And like resumes, some are polished, some are sloppy, and some make you wonder if anyone actually read it before pu...

Today's web applications rely on large datasets and require real-time database interaction. Developers often face the challenge of efficiently managin...

Introduction Everything Claude Code (ECC) is a comprehensive configuration collection for Claude Code. It consists of 13 agents, 30+ skills, 30+ comma...

I made Lync Life, a VS Code extension + web dashboard that tracks coding time automatically and tries to count only real coding activity (with better...

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How a single misconfigured redirect cost Salesloft 700+ customers their data — the lessons not from the books Continue reading on MERN Mastery »

Introduction: How Do Enterprises Customize SAP Systems? Large organizations across industries rely on ERP systems to manage finance, logistics, human...
In an era where "Cloud-First" often feels like "Subscription-First," self-hosting your automation is the ultimate power move. While platforms like Ope...
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