AI · 8 min
RAG in Production: What Actually Breaks at Scale
The unglamorous engineering that separates working RAG demos from reliable RAG products.
Insights
Notes from the engineering room.
Practical, opinionated writing on AI, cloud, web, mobile and the business of shipping software.
Web · 11 min
The Complete INP Guide for Modern Web Apps
How to hit sub-200ms INP in real-world React and Next.js applications.
Cloud · 9 min
Picking a Cloud in 2026: AWS vs Azure vs GCP
An honest, opinionated framework for choosing your primary cloud provider.
AI · 7 min
Keeping AI Feature Costs Under Control
Prompt caching, model routing, and the FinOps of LLM apps.
Programming · 10 min
Modernising Legacy .NET Without a Big-Bang Rewrite
Strangler-fig patterns, contract testing and the risks nobody warns you about.
Cybersecurity · 6 min
Shipping Secure APIs: A Practical Checklist
OAuth2, rate limiting, schema validation and the mistakes we still see in 2026.
Digital Marketing · 8 min
SEO in the Age of AI Overviews
How to earn traffic when Google answers questions itself.
Cloud · 9 min
Kubernetes for Teams of Five
When k8s is right-sized — and when it will quietly kill your velocity.
Business · 7 min
Product Discovery That Actually Ships
A discovery sprint template we've refined across 100+ engagements.
Programming · 10 min
Flutter vs React Native in 2026
A pragmatic comparison based on 30+ shipped mobile apps.
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