Ideas for building what comes next
Practical thinking on software engineering, AI, automation, security and emerging technology, written for people who build, buy and use technology in the real world.
Clear thinking.
Real experience.
A more useful tomorrow.
AI & Automation
Where should AI agents actually work?
AI agents can improve a business process or create a more responsive experience in a digital product. The starting point is the same in either case: define the problem, decide what better looks like and establish whether an agent is the right way to get there.
Methodology
How we evaluate AI systems, and why we use pass or fail
Before an AI system performs a job for a client, there must be a clear answer to a practical question: has it met the requirements for this particular use? Here is how we would reach that decision, what we measure along the way and why an overall score cannot make the decision on its own.
The areas we write about
Engineering
How software survives contact with the real world.
AI & Automation
Where AI earns its place, and where it doesn’t.
Security & Regulation
What technology teams need to prepare for next.
Emerging Technology
What’s becoming possible, and what’s still hype.
Go deeper
Explore more thinking, case studies and technical perspectives across the areas we work in.
- Engineering
- AI & Automation
- Blockchain
- Emerging TechnologyAnalysis and exploration rather than a service we currently sell.
See how we test what we build
Our approach to evaluating AI systems, evidence, reliability and production readiness.
Earlier writing, March to July 2025
Thirty-six articles from the previous Pixelette Technologies site, covering AI, blockchain, software development and design. Retained so that links to them still resolve and the work is not lost. Original publication dates and bylines are preserved, and every article is marked as historical rather than current guidance.
Judge how we think before deciding how we build
Explore our thinking, methodology and experience before starting a conversation.