Dimension.Know how it works.
In-depth handbooks on building AI systems and software that hold up in production, with news from the Academy.
Upskilling
Writing to Learn: Explaining It in Your Own Words
If you cannot explain an idea simply, you have not finished learning it. A short written explanation is an honest test.
Cybersecurity
Vulnerability Triage When the Reports Keep Coming
More findings arrive than teams can fix. Triage is the skill of deciding what is reachable, exploitable and important in your environment.
Careers
Management or the Individual Track: Choosing Without a Clear Ladder
Many companies no longer offer a clear path for technical people who do not want to manage. Choosing well means testing both paths on purpose.
AI Models
Getting Structured Output From a Model Reliably
A program needs a predictable shape. Constraining the format, validating it and planning for failure turns a chatty model into a dependable component.
Upskilling
Linear Algebra Through Pictures Before Symbols
A matrix is a transformation of space before it is a table of numbers. Seeing that first makes the algebra easier to trust.
Cybersecurity
Security Champions Inside Product Teams
Security scales when people in product teams own the basics. A champion program makes that ownership specific and supported.
Careers
Staying Useful Across a Long Career in Technology
Longevity comes from depth in a few things, a steady habit of learning, and relationships that outlast any one employer.
AI Models
Reading a Model Card Like an Engineer
A model card lists what its makers chose to say. The useful part is often what it leaves out and how the tests were run.
Upskilling
Focus, Sleep and the Limits of Study Hours
Hours at a desk are not the same as hours of understanding. Breaks, sleep and a clear starting point change what you actually absorb.
Cybersecurity
An Acceptable Use Policy for Staff Using AI Tools
A clear policy tells staff which data can go into which tools, and why. Short rules with reasons get followed more reliably than long lists.
Careers
Working on AI Products You Have Doubts About
Most people on AI teams have reservations at some point. Naming them early, in specific terms, is part of the job.
AI Models
Routing Each Request to the Right Model
Sending every request to the largest model is expensive and often unnecessary. A simple routing layer can save money without hurting quality.
