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AlekSystem.comArtificial Intelligence

What are algorithms?

In the world of AI, you can think of an algorithm as a highly detailed recipe. Just as a recipe takes raw ingredients and provides a step-by-step process to turn them into a meal, an AI algorithm takes data and… Continue Reading…

AlekSystem.com

Why Agile and Why not?

That is a classic “boots on the ground” perspective. After 30 years, I’ve clearly seen the carnage of a missed deadline and the frustration of a “perfect” product that nobody wants. I’m touching on the ultimate project management paradox: *the… Continue Reading…

Artificial Intelligence

Roadmap for transitioning from a traditional Full-Stack role into Agentic AI development

Transitioning from a traditional Full-Stack role into Agentic AI isn’t about throwing away your existing skills—it’s about “stacking” intelligence on top of them. In 2026, the transition path has standardized around moving from building deterministic apps (A + B always… Continue Reading…

Artificial Intelligence

What is an Agentic AI Systems Developer

In 2026, the Agentic AI Systems Developer has emerged as one of the most critical roles in technology. Unlike traditional AI engineers who focus on static models (input $\to$ output), an Agentic Developer builds “digital teammates”—systems capable of reasoning, planning,… Continue Reading…

Artificial Intelligence

How is it that some coders do not believe in AI and automating software development?

It is a fascinating—and often heated—debate in the dev community. While many see AI as a “10x multiplier,” a significant portion of the coding world views it with deep skepticism. Their resistance isn’t usually about being “anti-tech”; it’s about the… Continue Reading…

Artificial Intelligence

What is the term “code vibing” and how does it relate to the use cases for AI?

“Code vibing” is a relatively new term that captures a major shift in how people build software. It describes a workflow where a human acts more like a creative director or editor than a manual laborer. Instead of typing out… Continue Reading…

Artificial Intelligence

What is Clawdbot or OpenClaw

Clawdbot (recently renamed to OpenClaw) is a viral, open-source personal AI assistant that allows you to control your computer and automate tasks via messaging apps like WhatsApp, Telegram, and Signal. While the name sounds similar to Anthropic’s “Claude,” they are… Continue Reading…

Artificial Intelligence

SCOPE Methodology when it comes to AI

The SCOPE Methodology is a framework designed to help users craft high-quality prompts for Large Language Models (LLMs). Think of it as a quality-control checklist that transforms a vague request into a precise instruction, ensuring the AI delivers exactly what… Continue Reading…

Artificial Intelligence

What is prompt engineering when it comes to AI?

Prompt engineering is the strategic process of refining and optimizing the inputs (prompts) provided to a Large Language Model (LLM)—such as Google Gemini or ChatGPT—to achieve the most accurate, relevant, and high-quality outputs.+1 In a professional setting, prompt engineering is… Continue Reading…

Artificial Intelligence

Artificial Intelligence and what is the history of it’s inception from hardware to software

Artificial Intelligence (AI) is a field of computer science dedicated to creating systems capable of performing tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, and language understanding.+1 The inception of AI is a story of… Continue Reading…