Insights
Technical writing on software engineering, AI, and product development.
AI & Automation
What 'AI Agent' Actually Means (and Why the Distinction Matters)
Every product claims to have an AI agent now. Most are chatbots with better marketing copy -- here is the real distinction, and why it changes what you should trust unsupervised.
AI & Automation
When AI Automation Actually Pays Off (and When It Doesn't)
AI automation isn't a universal upgrade -- it's a good fit for specific, well-bounded problems. Here's how we think about where it earns its keep.
Enterprise Modernisation
Modernising Legacy Systems Without a Full Rewrite
Most enterprise modernisation projects don't need a clean-slate rewrite -- they need a disciplined plan for changing a running system without breaking it.