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Notes from the lab.

Engineering deep-dives, product decisions, and perspectives from the people building Vesper Labs. Written between the commits.

Latest postPerspective

The Rise of AI Agents: From Chatbots to Autonomous Workers

The most important shift in AI right now is the move from models that answer to agents that act. Here is what actually makes something an agent — and where they win and fail today.

Mayur Gajare9 min read
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Research

Shadow AI: The Hidden Risk Growing Inside Your Company

Every company has an AI policy now. Almost none of them know what is actually happening. Shadow AI is one of the fastest-growing security and governance risks of the decade.

Mayur Gajare10 min read
Engineering

RAG Explained: How to Give AI Access to Your Own Knowledge

Retrieval-Augmented Generation is the most widely deployed pattern in enterprise AI today. Here is how it turns a generically smart model into one that knows your world.

Mayur Gajare11 min read
Engineering

Prompt Engineering Is Fading. Context Engineering Is What Matters Now.

The magic-phrase era is aging out. The durable skill is assembling the right information environment in which good answers become the natural output.

Mayur Gajare9 min read
Perspective

Building an AI Startup: What Actually Works When Everyone Has the Same Models

When the intelligence at the core of your product is a commodity, the moat lives everywhere else — workflow, data, trust, and distribution.

Mayur Gajare10 min read