// Blog
In-depth technical articles from our team. No buzzword bingo, just substance.
Million-token context windows had everyone declaring RAG dead in 2025. They were wrong – but the classic RAG recipe is dead too. A look at the retrieval patterns that actually hold up in production today.
Prompt engineering was the buzzword of 2023. Three years on, the term barely describes what teams actually do. The real leverage sits in the entire context window – not in the prompt itself.
Per-user licences were the foundation of the entire SaaS industry. With AI, the model no longer makes sense – and the first vendors are starting to notice.
AI agents that read web pages, fill in forms and click their way through entire workflows have hit production quality in 2026 – at least for the right use cases. What works, what doesn't, and where the traps are hiding.
The EU AI Act has been live for high-risk systems since February 2026. Most companies underestimate what that concretely means – and overestimate what applies to them.
Everyone's talking about autonomous AI agents. But what happens when you actually deploy them into production systems? An honest look at what works – and what's still just marketing.
Legacy code does not just cost developer time. It slows product development, drives away talent, and turns every new feature into a risk. An honest accounting.
Building a pretty UI around ChatGPT and charging £29 a month – that no longer works. Why AI wrappers are not a business model, and what works instead.
Already 4% of all GitHub commits come from Claude Code – by end of 2026, it's projected to exceed 20%. What this means for developers, agencies and the future of software development.
Most teams build the app first, then the API. That's backwards. API-First Design flips the process – with massive benefits for parallelisation, quality and future-proofing.
Every development team knows technical debt. But very few have a strategy for reducing it systematically. We present an approach that works in practice.
Programming through natural language instead of syntax. Vibe Coding is more than a trend – it's a paradigm shift that blurs the line between developers and non-developers.
Perl, Delphi, ColdFusion – the graveyard of programming languages keeps growing. What determines whether a language survives? And which of today's popular languages will be irrelevant in ten years?
MCP is the new standard that allows AI models to access external tools and data sources. We show how to build MCP servers, when they make sense – and when you're better off without them.
We've used both AI coding tools in real projects – from refactoring to bug fixing to feature development. Here's what actually works and what doesn't.
43% of the web runs on WordPress – and that's exactly the problem. Why the CMS of the 2000s has no place in a world of headless, edge and AI-generated sites.
Seat-based pricing models, feature gating and bloated dashboards – the classic SaaS playbook no longer works. AI is replacing entire product categories faster than founders can pivot.