Insights
What is changing, and what it means for your projects.
Regulation, AI, SEO, tech stacks and team organisation: we follow what is coming and draw out what matters in practice for building, delivering and maintaining web products.
MCP 2026-07-28: what changes when connecting AI agents to your information systemAIMCP 2026-07-28 specification: stateless core, multi round-trip requests, hardened OAuth. What changes when connecting your AI agents to your information system.12 min readRead the article →
- Equipping a dev team with AI: a shared skills catalogueAIAI skills catalogue: replace individual prompts with versioned instructions. Structure, read-only MCP, governance, measured gains.10 min read
- Web agencies: selling credible AI offers and delivering them white labelAIAI offers for web agencies: 6 offers to package, qualification grid, build, run and inference pricing, contract, white label. The guide to selling it right.12 min read
- Enterprise RAG: why reranking matters more than the modelAIEnterprise RAG: complete pipeline, hybrid search, reranking and citations. Figures measured on 180 questions to make your assistant reliable.12 min read
- Autonomous AI agents in production: 5 non-negotiable guardrailsAIAutonomous AI agents in production: scope, human validation, budgets, traceability, write isolation. 5 guardrails tested at iones lab.12 min read
- Vibe coding: what the term really means, and why not in productionAIVibe coding: the real definition (Karpathy, 2025), its legitimate uses, its risks in production and the method for making a prototype reliable.13 min read