by Swain Technology | Jul 21, 2026 | Uncategorised
AI Security Is Becoming a Software Discipline. We Should Have Seen This Coming. This week, AI security startup Neo emerged from stealth with $100 million in funding to tackle a problem that many organisations are only just beginning to recognise. Not securing AI...
by Swain Technology | Jun 2, 2026 | Uncategorised
Building MCPs That Guide AI Coding Agents The Model Context Protocol, or MCP, is often described as a way for AI agents to connect with external systems. That is true, but in a serious agent workflow, the MCP can become much more than a connector. It can become the...
by Swain Technology | May 28, 2026 | Uncategorised
AI, Deterministic Modelling, and the Future of Governance There is an increasingly common narrative in technology that AI will eventually remove the need for structured governance, architectural control, and deterministic process. It is an attractive idea. AI writes...
by Swain Technology | May 10, 2026 | Uncategorised
Do you really need a full system rewrite? What drives the decision to rewrite legacy systems For many engineering teams, a full rewrite starts to feel inevitable once backend complexity becomes difficult to manage safely. As legacy systems evolve, changes become...
by Swain Technology | May 4, 2026 | Uncategorised
Best platforms to modernise legacy applications without extensive rewrites The best approach to modernising legacy applications without extensive rewrites depends on how the platform interacts with existing systems. It usually means choosing between two bad options:...
by Swain Technology | Apr 23, 2026 | Uncategorised
How to modernise legacy systems without downtime Most legacy systems don’t support safe change. When system behaviour is unpredictable, even small updates come with the risk of breaking production. Modernising legacy systems without downtime requires a new approach. ...
