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19 posts tagged with "AI"

AI and machine learning content

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The cheapest way to learn to build AI agents in 2026 (RAG and MCP)

· 17 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

The cheapest way to learn to build AI agents in 2026, counted in dollars, is the free route: the Hugging Face Agents Course plus the free DeepLearning.AI MCP short course, which together cost nothing. Counted in the hours it takes to reach a deployed agent, the cheapest route is usually a single low monthly subscription that sequences the whole stack, because free material hands you the bill in assembly time instead. If you are a JavaScript developer staring at a wall of free Python tutorials and four-figure cohorts, the honest answer is that "cheapest" depends on whether your scarce resource is money or time, and for most working developers right now it is time.

Is software engineering dead in 2026? What hiring data says

· 16 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

No, software engineering is not dead in 2026. The hiring data published this month says the field held up better than almost any other job function, with one real catch: the entry-level door shrank by roughly two thirds, and people keep mistaking that smaller door for a dying field. If you are deciding whether to start coding right now and the doom headlines rattled you, that distinction is the whole story, because it changes where you aim, not whether you begin.

Do you need to learn to code if AI writes it in 2026?

· 15 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

Yes, you still need to learn to code, even when AI writes most of it. The work just moved from typing code to reading it, which means catching the line that looks correct, compiles, passes a quick glance, and is quietly wrong. If you are a career changer who is scared you started too late, that shift is the good news: the skill that now separates a hireable developer from someone pasting prompts is judgment about whether code is right, and judgment is something you can learn on purpose.

Best Udemy AI & Machine Learning Courses (2026): Worth-Your-Money Picks

· 7 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

For JavaScript builders shipping LLM apps (agents, RAG, MCP), Scrimba's AI Engineer Path is the most direct route. If you want Udemy specifically because you need classical ML theory, a notebook-heavy data science onboarding, or a Python-first LangChain track, three courses are genuinely worth the money in 2026.

Best AI Tools for Learning to Code in 2026 (Without Ruining Your Skills)

· 7 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

AI coding tools are software assistants that autocomplete, generate, or explain code. For learners, they can accelerate progress, or create dependency that prevents real skill development, depending on how they're used. This guide compares GitHub Copilot, Cursor, ChatGPT-class chatbots, and Scrimba-style structured practice for people who still need fundamentals, not staff engineers optimizing throughput.

Can AI Replace Junior Developers? What the Data Actually Says (2026)

· 9 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

Can AI replace junior developers? Official US outlook statistics split software developers from programmer job families; those lines can point in opposite directions at the same time. Social feeds rarely preserve that distinction, so one scary chart stands in for an entire labor market. For learners, the practical question is which engineering work stays valuable when models generate boilerplate, not whether every title containing the word "code" moves together.

Scrimba AI Engineer Path: Complete Guide (2026)

· 5 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

AI engineering is the hottest skill in tech right now. Unlike data science or machine learning, AI engineering focuses on building applications that use language models, think chatbots, AI agents, RAG systems, and tool-using AI.

Scrimba's AI Engineer Path is an 11.4-hour interactive curriculum that takes you from "I know JavaScript" to "I can build production AI applications." This guide covers everything in the path and how to get the most from it.

How to Learn AI Engineering on Scrimba (2026 Guide)

· 5 min read
Yassine El Haddad
Software & AI Engineer · Independent Scrimba Reviewer

Follow the AI Engineer Path (11.4h, Pro) or pick individual courses. Covers agents, RAG, MCP, Vercel AI SDK. 12 AI courses.

Who This Is For

Web developers adding AI skills: those wanting agents, RAG, or MCP; or anyone choosing between the path vs à la carte courses.

AI Engineering is the fastest-growing specialization in web development. It's not about training foundation models or doing heavy math; it's about engineering applications that use LLMs. Scrimba has one of the most comprehensive AI engineering curricula available, 12 courses covering everything from the OpenAI API to cutting-edge topics like Model Context Protocol (MCP) and RAG.