About

The agentic AI space is full of demos and short on engineering. This blog is about the gaps — governance, RAG limits, why SLMs matter, failure economics, and the unglamorous work that makes agents deployable.

We're a small team in India exploring agent systems, practical products, learning and browser-first experiences. We write about user outcomes, industry patterns and the questions that do not have easy answers yet, while keeping private implementation details private.

What we cover:

• Ideas & Views — agent design, governance gaps, failure economics, RAG limitations, SLMs vs LLMs, and where agentic AI is actually going
• Products & Practice — the user problems we explore, what we learn from prototypes, and what makes useful products
• Education & STEM — AI literacy, science education, and building tools that work for the next generation

Our voice: Opinionated but not dogmatic. Concrete examples, not abstract theory. Ideas first, products second. We write about what the hype won't tell you — because that's where the real work is.