Insights

Perspectives from the build.

Practical notes on AI, engineering, performance and shipping software that works.

RAG in production: grounding LLMs on your own data

Retrieval-augmented generation is how you make an LLM accurate, current and trustworthy. Here's how we ship it for real.

Top performance scores aren't luck — they're an architectural decision. Here's the playbook we use on every build.

Most AI pilots never reach production. The gap is rarely the model — it's everything around it.

Flutter or native iOS/Android? The right answer depends on your product, team and budget. Here's our decision framework.

Most security wins are free — they're just configuration. Here are the defaults that get you to an A+ grade.

'Agent' is the word of the moment. Here's a plain-English definition and where they actually earn their keep.