Become the
AI person at work
without becoming the IT department
AI rewards judgment more than enthusiasm.
A lot of people have been told to “use AI” with almost no instruction. So they copy a few prompts, paste in a document, and hope the answer is safe enough to send.
The advantage is not knowing a secret phrase. It is knowing how to brief the tool, feed it the right facts, spot the dodgy bits, and decide when a human still needs to sign off.
Vibed turns that judgment into a habit. Short lessons teach one move. Practice makes you use it. Quizzes catch false confidence. Reviews bring it back before it fades.
The point is not to become “technical”. The point is to become trusted with a powerful tool.
How Vibed turns judgment into a habit
Mission
Start with your real work, not generic examples.
Lesson
One useful idea, short enough to actually finish.
Practice
Prompt a real assistant, not a toy demo.
Quiz
Find out if you can spot the important bit.
Review
Bring it back before it leaks out of memory.
Choose the useful door first. The course can come second.
Use AI better at work
Foundations, prompting, Claude habits, and professional judgment.
Grow or run my small business
Offers, replies, content, admin, and owner decisions with AI.
Get a job or improve my career
Proof-based CVs, job ads, interviews, and application routines.
Spot fraud before I lose money
Scam patterns, OTP traps, and safer verification habits.
Deal with bank fraud after money is gone
First 24 hours, evidence, records, and dispute preparation.
Research a legal issue safely
Source-first research and better questions before speaking to a lawyer.
Build my first app with AI
Vibe Coding: brief, prototype, review, and launch judgment without pretending code review is optional.
Build the habits that make AI useful at work: briefing, checking, improving
Start here
AI at Work Foundations
Twelve free lessons for the first dangerous gap in AI adoption: people are being told to use AI before they know when to trust it.
Free reference
AI-at-work dictionary
The terms you hear in meetings, translated into plain workplace English: prompt, hallucination, RAG, agent, eval, and more.
Small business
More customers, less admin
AI lessons for owners who need better offers, WhatsApp replies, social posts, reviews, descriptions, cashflow summaries, and SOPs.
Careers
Prove your value and apply better
AI lessons for proof-based CVs, job-ad decoding, cover notes, interviews, work samples, and job-search routines.
High trust
AI Legal Research for Non-Lawyers
Understand legal issues, find real South African sources, verify cases and legislation, and prepare better questions for a lawyer.
Public safety
AI Fraud Defence
Spot scams before you pay, then learn evidence-based bank dispute steps if money is gone.
Public safety
Bank Fraud Dispute Toolkit
First 24 hours, timelines, POPIA records, affidavits, and National Financial Ombud escalation.
Members
Prompting Patterns
Stop collecting prompt tricks. Learn the repeatable moves behind good AI work: interview-first, options-first, structured output, red-team, repair.
Members
Claude Mastery
Claude is not magic. It becomes useful when you know how to brief it, feed it documents, check its work, and turn outputs into reusable tools.
The useful bits, without the mystique
What AI actually is, and is not
The one mental model that explains hallucinations, bad answers, and why your own facts matter.
Your first real prompt
A three-line structure that turns “make this better” into something a competent colleague could actually act on.
Private, sensitive, or safe to paste?
The small habit that prevents the big mistake: pasting work content before asking what kind of information it is.
Hallucination
The most dangerous thing about a wrong AI answer is that it does not sound embarrassed.
Your personal AI task map
A simple way to choose your first AI wins without automating something fragile, risky, or not worth saving.
Prompt
Not a magic spell. A brief. And like any brief, it gets better when you name the job, audience, constraints, and shape.
Want better AI output?
Change the human input.
Beginner path
New to AI? Start here
Foundations takes you from “what is this tool doing?” to prompts, privacy habits, trust checks, and a personal AI task map.
Practical skill
Make AI ask you questions first
If your request is fuzzy, do not make the AI guess. Make it interview you before it writes.
Trust skill
Check before you send
Before an AI draft leaves your desk, check the three places mistakes hide: numbers, claims, and tone.
Start with one useful habit
Free Foundations: twelve lessons, live practice, quizzes, and spaced reviews. No newsletter theatre — just an account.
“The problem with AI training is not that people forget the tips. It is that they never practice the judgment.”
The Vibed point of view
The safest AI user is not the most technical one.
It is the person who knows what to share, what to check, when to ask a better question, and when to stop. Vibed is built to teach that practical judgment through mission intake, short lessons, live practice, grading, spaced reviews, and a plain-English AI dictionary.
Start free FoundationsGet good at AI without pretending to be technical.
Short lessons on prompts, privacy, verification, documents, meetings, and the parts of AI-assisted work that survive contact with real deadlines.