Posts by galian

@galian

Galian

Founder of Cursuri-AI.ro and Co-Founder of ProtectAds.com. Passionate about scal...
cursuri-ai.ro Joined March 2026
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Posts by galian

galian in Articles 8 min read
If you're shopping for an AI coding environment in 2026, two names keep surfacing in very different conversations. Cursor shows up when developers talk about raw speed and staying in the flow. Kiro, AWS's agentic IDE, shows up when teams talk about s...
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galian in Articles 6 min read
If you've ever built or maintained anything that spends money on paid search, here's an uncomfortable number to sit with: independent studies and industry data put invalid traffic at roughly 15–30% of ad spend. That's not a rounding error. On a modes...
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galian in Articles 8 min read
You built a RAG system. You embedded your docs, wired up a vector store, stuffed the top chunks into the prompt, and shipped. Then the questions came back wrong — confidently, fluently wrong — and your first instinct was to blame the model or reach f...
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galian in Articles 8 min read
Anthropic now ships two models that both feel like "the best one": Claude Opus 4.8, the top of the long-running Opus family, and Claude Fable 5, a brand-new tier that sits above Opus entirely. If you build with these models, the practical question is...
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galian in Articles 11 min read
Most RAG tutorials quietly ship your documents to someone else's cloud. You paste a contract, a customer list, or an internal wiki into an embedding API, and that data now lives on a server you don't control, in a jurisdiction you didn't choose. For ...
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galian in Articles 11 min read
> TL;DR — Model Context Protocol MCP is Anthropic's open standard for connecting LLMs to external tools, data sources, and services. It's powerful, but it's also overhyped. This guide covers what MCP actually is under the hood, when it's the right ar...
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galian in Articles 10 min read
A year ago, "AI agent" meant a clever prompt loop with a few function calls. Today, AI agents run customer support, write production code, manage infrastructure, execute trades, and operate entire business processes — autonomously. The gap between a...
galian in Articles 7 min read
Every CRM vendor on the planet has rebranded itself as "AI-first." HubSpot has Breeze AIhttps://www.hubspot.com/products/artificial-intelligence, Salesforce has Einsteinhttps://www.salesforce.com/artificial-intelligence/, Zoho has Ziahttps://www.zoho...
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galian in Articles 8 min read
> TL;DR — GPT-5.5 is OpenAI's current flagship in 2026, and the engineering challenge is no longer "can it answer my prompt?" — it's "can I integrate it reliably into a production system that respects budgets, SLOs, and compliance?" This article is a...
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galian in Articles 10 min read
> Opus 4.7 isn't just "a better Claude". It's a million-token context, a tool-use model that finally holds its plan, and a reason to rethink how you architect LLM systems. Here's what changed — and how to actually get good at using it. Quick reca...
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galian in Articles 3 min read
The global AI race is accelerating — and countries that fail to upskill their workforce risk falling behind permanently. While Western Europe and the US dominate AI adoption, Romania is writing its own chapter in the story, thanks to a bold EdTech in...
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galian in Articles 6 min read
AI Is Coming for HR — Here's How to Stay Ahead 87% of Companies Already Use AI in Recruitment. Do You? If you work in Human Resources, here's the reality of 2026: 87% of companies now use AI in their recruitment process, including 99% of Fortune...
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galian in Articles 3 min read
The Problem With Online Education Today Let's be honest — most online courses are just recorded videos with a PDF attached. You watch. You take notes. You get stuck. You Google. You get lost in a rabbit hole of Stack Overflow threads. Sound famili...
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galian in Articles 2 min read
Why Most AI Courses Fail Professionals — And What We Built Instead Let's be honest: the AI education space is broken. There are thousands of courses out there. Udemy has them. Coursera has them. YouTube is drowning in them. And yet, most professio...
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galian in Articles 6 min read
Why learning AI now is the best career move for young professionals and students in Romania The IT job market is shifting. Roles that were safe five years ago are being reshaped by AI. For young professionals and students entering the workforce—whe...
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