AI/ML trends, guides, and field notes.

Writing from the Agensphere team on how intelligent systems actually get designed, deployed, and kept running.

July 27, 2026 · Guna Sundar D.

Why RAG Still Breaks in Production

Retrieval-augmented generation demos beautifully and fails quietly. Here are the failure modes that don't show up until real traffic hits.

July 20, 2026 · Pavan Birlangi

Context Engineering Is the New Prompt Engineering

The prompt was never the hard part. What you feed the model — and what you leave out — is.