The links your career needs —
all in one place.
Linksweneed is a free learning platform that teaches you how to use AI at work — step by step, in plain language, with hands-on practice built around your actual job. No coding. No jargon.
The skills. The tools. The knowledge.
The name says exactly what this is. AI is changing how every job works — and there are certain links of knowledge that now matter for everyone. How to ask AI the right questions. How to check what it tells you. How to use it on the tasks that eat up your day. That's what we teach — clearly, practically, and for free.
Concrete skills.
Real results at work.
By the end of Level 2, these things will feel completely normal — not like something only "tech people" do.
Three levels. One clear path forward.
Most people get everything they need from Levels 1 and 2. No need to become an engineer — just someone who works smarter than before.
Foundations
Get comfortable with AI
For everyone. Understand what AI really is, how to get good answers from it, and how to use it safely — in plain language, with nothing to install.
AI at Work
Apply it to your actual job
The career core. Practical playbooks for the things you do all day — writing, email, meetings, spreadsheets, research — so you save hours and stand out. Still no coding.
Build It
For aspiring AI engineers
Go under the hood. How models learn, how LLMs work, and how to build real systems like RAG and agents. Some Python required — this is the technical track.
Every lesson has a hands-on tool.
Learning by doing sticks.
You don't just read about AI on this platform — you use it. Each lesson is paired with an interactive tool built around a real task from your working day.
Prompt Lab
Turn a weak, vague prompt into a precise one — step by step. See exactly why better prompts get better results.
Meeting Recap Builder
Paste your rough notes and walk away with a clean, formatted recap email. Ready to send in under a minute.
Spot the Hallucination
AI can sound totally confident — and be completely wrong. Train yourself to catch the mistakes before they catch you.
Not for engineers.
For everyone else.
If you have a real job and real tasks — writing, managing, selling, teaching, recruiting — this platform was built for you. No technical background required. Not even a little.
Pick your role → get prompts and examples tailored to your actual work
A proper learning platform
Structured levels, progress tracking, and a lesson-by-lesson path — not a collection of random articles.
Built for your real work
Every lesson is grounded in a task you actually do: email, meetings, spreadsheets, research, presentations.
Free. No tricks.
No paywall. No premium tier. No email capture. Just a free platform for people who want to stay ahead.
Stay current. Without the noise.
Curated AI news is on its way
We hand-pick and summarise the AI developments that actually matter for working people — no hype, no noise. Check back soon for the latest updates.
Plain-language summaries, not press releases
Every story on Linksweneed comes with a 'why it matters' — so you understand the impact, not just the announcement.
AI news for people who have jobs to do
We cover models, agents, tools, research and policy — filtered for relevance to anyone using AI in their daily work.
These are the links
your career needs.
Five lessons. Forty-five minutes. And you'll understand AI better than most of the people you work with — and know exactly how to use it.