An AI assistant for long documents, analysis and code, with Claude Code and Cowork on paid plans.
Freemium
Cybersecurity specialist
ChangingAI speeds up both defense and attacks: threat analysis goes faster, while phishing and fakes have become more convincing. More specialists are needed, and there's a new area of work: protecting AI systems themselves.
Where this job sits on the map
In the same group: 78 of 100 professions.
What changes
AI boils thousands of log events down to a short list of what needs attention.
Phishing emails and voice fakes are more convincing, so employees are trained in new ways.
New threats have emerged: prompt injection, leaks through AI services, unsafe plugins.
AI drafts, the person decides
How the work splits here: AI prepares a draft, the person checks it and makes the call.
What AI does
- Reads event logs and flags what looks suspicious
- Explains a vulnerability and suggests a fix
- Checks code and configurations for common mistakes
- Writes reports, policies and instructions for employees
You check itRead it, check the facts, fix it. Without this check the draft goes nowhere.
What stays with the person
- Deciding what counts as an incident and how to respond
- Accountability to the company and to regulators
- Penetration testing only under a contract and with the owner's permission
- Training people and dealing with the aftermath of attacks
What to learn first
6 lessons from the course, in order. Start with the first one.
- AI ethics and safety: hallucinations, attacks, biasUserHallucinations, prompt injection, bias, privacy and copyright: how not to trust AI blindly.Start here
- Security in Claude Code: .env, secrets and data protectionConfident userHow to prevent secret leaks: .env, .gitignore, Claude Code deny rules, a pre-commit hook and secrets in production.
- Permissions and securityBuilderClaude Code permission modes, secrets in .env and how to store keys in production.
- Plugin Security: 9 attack categories and a trust registryEngineerPlugin security: nine categories of attack, checks before and after installing, and a registry of trusted plugins.
- Prompt injection defense, the top security threat of 2026EngineerPrompt injection: six attack types, eight layers of defense, red team tests and an incident response plan.
- AI regulation & compliance 2026: the EU AI Act, GDPR, Anthropic's terms, and what small businesses should watch forBuilderAI regulation as of October 2026: the EU AI Act, GDPR, US state laws and a small-business checklist. A general overview, not legal advice.
Which tools to use
Anthropic's coding agent for the terminal, your IDE and a desktop app, included in paid Claude plans.
PaidGitHub's AI assistant in your IDE and on GitHub, with chat, an agent, code review and a free plan.
FreemiumAI search with sources: answers with links, Deep Research and the Comet browser.
Freemium
Ready-to-use materials
- Data security when working with AIChecklist
What not to paste into a chat, which settings to check and how to limit AI agents.
Free - What never to send to AIChecklist
A 30-second check before you hit send: what to remove, how to anonymize and what to do if it's already gone out.
Free
How to earn with AI
We don't promise income: results depend on your niche, your market and your work.
- Job
Give AI the first pass over logs and reports, and keep the investigation and the decisions for yourself.
- Service
An audit of how a small company uses AI: what data goes to services, who has what access, what to configure.
- Product
A short course or a set of rules for employees: how to spot AI phishing and what never to send to chatbots.
Similar professions
Checked: October 2026