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The Metana Blog

Guides, tutorials & career tips.

Expert-written guides on Full-Stack Development, Web3, AI, Data, and Cybersecurity — built for aspiring engineers and tech professionals ready to level up.

Types of cybersecurityAI & Machine Learning

What are the General Types of Cybersecurity?

Cybersecurity is not one discipline. It is eight overlapping domains, each protecting a different layer of your organisation’s digital environment. Ransomware targets endpoints. DDoS floods networks. Phishing exploits id

Metana EditorialMay 25, 2026Read
Cybersecurity

13 Defender Skills You Need to Build in Cybersecurity

13 Defender Skills You Need to Build in Cybersecurity | Metana TL;DR Network Security Monitoring: detect anomalies across traffic in real time SIEM Operation: correlate logs from every environment into actionable alerts

Metana EditorialMay 22, 2026Read
Types-of-Cybersecurity-RolesCybersecurity

Types of Cybersecurity Roles in 2026: The Complete Guide

Cybersecurity is not one job. It is 14 distinct roles across five categories: defensive, offensive, engineering, governance, and executive. From SOC analyst to CISO, each role carries different responsibilities, salary c

Metana EditorialMay 19, 2026Read
Cybersecurity

What is AI in Cybersecurity? A Complete Guide for 2026

AI in cybersecurity uses machine learning and deep learning to detect threats in real time and analyze millions of data points simultaneously. Organizations using AI-powered security detected breaches 108 days faster tha

Metana EditorialMay 8, 2026Read
Third party data breachCybersecurity

What is a Third-Party Data Breach? What You Need to Know

Your systems were never touched. Your data was still exposed. Third-party data breaches happen when a vendor, supplier, or partner gets compromised and takes your data with them. At least 36% of all 2024 breaches origina

Metana EditorialMay 5, 2026Read
How to get into cybersecurityCybersecurity

How to Get Into Cybersecurity in 2026: A Practical Career Guide

Cybersecurity has over 4 million unfilled roles globally and is growing at 33% through 2033. You do not need a degree to break in. You need the right skills, the right certifications, and a clear plan. This guide covers

Metana EditorialApril 23, 2026Read
Entry Level Cybersecurity JobsCybersecurity

9 Entry-Level Cybersecurity Jobs Worth Targeting in 2026

Not all entry-level cybersecurity roles are equal. SOC Analyst, GRC Analyst, Threat Intelligence Analyst, Junior Penetration Tester, AI Security Analyst and more each have a different hiring bar, certification requiremen

Metana EditorialApril 7, 2026Read
Threats Costs And Demand in CybersecurityCybersecurity

The State of Cybersecurity : Threats, Costs, and Demand

TL;DR — Why Should You Care? Cybercrime is no longer just a corporate problem. It hits small businesses, hospitals, and everyday people. In 2024, reported US internet crime losses exceeded $16 billion across 859,532 comp

Metana EditorialFebruary 19, 2026Read
SOC Analyst in CybersecurityCybersecurity

How Hard Is It to Be a SOC Analyst in Cybersecurity?

Being a SOC analyst is no easy feat—it’s a fast-paced, high-stakes role that blends technical mastery, critical thinking, and constant adaptability. Analysts face overwhelming alert volumes and pressure, but AI tools are

Metana EditorialFebruary 10, 2026Read
Cybersecurity

Cybersecurity vs Software Development: Which Has a Better Future

Choosing between cybersecurity vs software development can be tough. Both fields offer incredible opportunities, but in very different ways. This article will guide you throughout the process to choose the best for yours

Metana EditorialNovember 10, 2025Read
Aardvark Security AgentAI & Machine Learning

What is Aardvark Security Agent Launched by OpenAI?

For development teams and enterprises managing complex codebases, Aardvark represents a significant shift in how security vulnerabilities are discovered and addressed. The goal? Catch security problems before they become

Metana EditorialOctober 31, 2025Read
CyberattacksCyberattacks

21 Common Types of Cyberattacks and How to Prevent Them

Cyberattacks are evolving faster than ever, from AI-generated phishing scams to ransomware that cripples entire organizations. This guide explores the most common threats of 2025 and shows you how to stay one step ahead

Metana EditorialSeptember 24, 2025Read

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