01 //Insights
- Technology
- Careers
- Learning
- Business
Ideas that help people move forward.
AIM HIGH builds software, trains engineers and teaches younger learners. Insights is where what we learn doing that is written down and made useful to someone else.
02 //Editorial scope
What we'll explore.
Five streams, each with a different job. Entries appear in them as they are written and reviewed — we would rather publish nothing than publish filler.
- 01Perspective
Blog
Shorter perspectives on how technology, teams and learning are changing, written from inside the work.
- 02Practical
Resources
Practical material to take away and use: templates, toolkits, reference material and open repositories.
- 03Guidance
Career Guides
How technology careers actually progress, and what to build next at each stage.
- 04Depth
Technology Articles
Longer technical writing on architecture, engineering practice and the trade-offs behind real decisions.
- 05Live
Events
Sessions, workshops and conversations hosted across the AIM HIGH ecosystem.
03 //Blog
Written from inside the work.
Shorter perspectives on how technology, teams and learning are changing, written from inside the work.
Read the BlogBlog
What Is Generative AI? A Practical Guide for Businesses and Professionals
Generative AI produces new text, images, code and audio from patterns it has learned. This guide explains how that differs from earlier AI, where it genuinely helps, and where it quietly fails.
Blog
AI Agents Explained: What They Are, How They Work, and Where They Fit
An AI agent is a model given tools, context and a goal, left to decide the order of its own steps. That freedom is the whole benefit and the whole risk.
Blog
Custom Software vs Off-the-Shelf Software: What Should a Business Choose?
Neither option is better in the abstract. The useful question is which parts of how you work are worth protecting, and which you would happily change to match a product someone else maintains.
Blog
What Is Workflow Automation? A Practical Guide for Modern Businesses
Workflow automation moves the predictable parts of a process to software and leaves the judgement with people. Knowing which parts are which is most of the work.
Blog
Websites vs Web Applications: What's the Difference?
A website tells people things. A web application lets them do things. The distinction decides your build, your budget and what happens after launch.
Blog
How to Choose the Right Technology Skills for Your Career
Choosing a technology to learn is the second decision. The first is what kind of problem you want to spend your working life on.
Blog
Digital Transformation: What It Actually Means for a Business
Most of what gets called digital transformation is digitisation: the same process, now on a screen. Transformation changes the process itself.
Blog
How Businesses Can Start Using AI Without Starting From Scratch
Useful AI adoption rarely begins with a model. It begins with a process somebody already finds tedious, and a clear idea of what a better outcome looks like.
- Practice
What we're learning
Notes from current work: what changed our thinking, and what we would do differently next time.
- Method
How the work gets done
The habits, standards and trade-offs behind how AIM HIGH builds software and teaches people.
- Direction
Where things are heading
Shifts in technology and work that look durable, and what they mean for the people living through them.
04 //Resources
Things to take away and use.
Practical material to take away and use: templates, toolkits, reference material and open repositories.
Open the Resource LibraryResources
AI Adoption Readiness Checklist
A practical checklist for understanding whether your organisation is ready to identify, evaluate and begin implementing AI opportunities.
Resources
Custom Software Discovery Checklist
A structured checklist for defining business, technical and operational requirements before starting a custom software project.
Resources
Website Project Discovery Checklist
Everything a business should clarify before beginning a website project, from business objective through to the launch review.
Resources
AI Use-Case Evaluation Framework
Not every process needs AI. A five-step framework for judging whether an AI-based solution suits a specific business problem.
Resources
Workflow Automation Assessment
A worksheet for examining one workflow at a time and deciding whether it is worth automating.
Resources
Technology Skills Roadmap
Six stages for building technology capability in order, from foundations through a chosen direction to continuous development.
Resources
Full-Stack Development Learning Roadmap
A sequence for learning full-stack development, in the order each layer makes sense, from programming fundamentals through to production.
Resources
AI Adoption Starter Guide for Businesses
A short route into AI for an organisation that has not started yet. It assumes no existing capability and recommends no particular product.
- Starting points
Templates and checklists
Structured starting points for work a team would otherwise begin from a blank page.
- Reference
Material to keep beside you
Concise explanations of things worth getting right, written to be returned to rather than read once.
- Code
Work you can run
Code and configuration published so that others can read it, run it and adapt it to their own context.
05 //Career guides
How technology careers actually progress.
How technology careers actually progress, and what to build next at each stage.
Career guides
How to Build a Technology Portfolio That Demonstrates Your Skills
A small number of well-explained projects demonstrates more than a long list of unfinished experiments. How to choose them, document them and keep them useful.
Career guides
How to Prepare for a Technical Interview
Preparation is not memorising answers. It is understanding your field, explaining your own work clearly, and showing how you approach an unfamiliar problem.
Career guides
How to Plan a Career Transition into Technology
Moving into technology from another field rarely means starting from nothing. The task is identifying which capabilities need adding to what you already have.
Career guides
AI Skills: What Should You Learn First?
AI is easy to start in the wrong order: tools before the ideas underneath them. Eight stages from programming and data foundations through to agentic systems.
- Stages
What changes at each step
How the work shifts as responsibility moves from writing code to shaping the decisions around it.
- Capability
Skills that keep compounding
The capabilities that stay valuable as tools, titles and technologies change around them.
- Preparation
Preparing on purpose
How to build towards the next role deliberately, instead of waiting to be chosen for it.
06 //Technology articles
The reasoning behind real decisions.
Longer technical writing on architecture, engineering practice and the trade-offs behind real decisions.
Technology articles
Generative AI: From Models to Real-World Applications
A generative AI application is a stack, and the model is one layer of five. What the other four do, and why most of the engineering lands outside the model.
Technology articles
AI Agents: Architecture, Tools and Workflows
An agent loops: goal, reasoning, action, observation, next action. The loop is simple to describe and is where every engineering difficulty lives.
Technology articles
Retrieval-Augmented Generation: How AI Applications Use External Knowledge
Find the relevant material, put it in front of the model, let the model answer from it. Two halves, two failure modes, and the reasons retrieval beats retraining.
Technology articles
API Integration: How Modern Applications Connect Systems
An interface is an agreement, not a transport. What a reliable integration has to expect, and why the backend is usually the right place to put it.
Technology articles
Database Design: From Data to Application Architecture
Changing a schema with no rows in it is a decision. Changing one with years of production data in it is a project. Why data design belongs near the start.
Technology articles
Web Performance: Why Speed Is a Product Feature
Performance is not tidying up after launch. On a slow connection it is most of the experience, and a fast development machine represents almost nobody.
Technology articles
What Is Edge Computing?
A question about placement: where should this computation happen, given what it needs to be fast enough, cheap enough and reliable enough?
Technology articles
Software Architecture: From Features to Systems
Every growing system has an architecture, whether or not anyone decided it. What the decisions are, and what each one trades away.
- Architecture
Design and its trade-offs
Why one approach was chosen over another, what it made easy, and what it gave up.
- Practice
Behaviour under pressure
How systems and the teams around them behave once conditions stop being ideal.
- Emerging
New capability, examined
Emerging technology assessed on what it can genuinely do now, separated from what is claimed for it.
07 //Events
Reserved for sessions worth attending.
This section is where AIM HIGH sessions, workshops and conversations are listed. Nothing appears until its date, format and details are confirmed.
Meanwhile
Where to go from here.
Insights is still being written. Everything AIM HIGH already does is here now.
- 01
Professionals & learners
Structured training across programming, data, cloud and security.
- 02
Businesses
Technology delivery and growth capability for organisations.
- 03
Universities & institutions
Corporate training, partnerships and workforce development.
- 04
Parents & younger learners
Coding, AI, robotics, game development and heritage languages.
Keep moving forward
Ready to explore what's next?
Tell us what you're trying to learn, build or grow, and we'll point you to the part of the ecosystem that fits.
