How ClearTax gave its engineering org a fleet of digital coworkers — and why the durable advantage is the platform around the agent loop, not the loop itself.

From Copilots to Operators

If you're building an MCP server, seriously consider supporting resources

MCP Resources Are Underrated

How would you actually integrate MCP into your AI agent?

MCP Integration Patterns

Should agents be general purpose or should they be built for a specific task?

General Purpose vs Specialised AI Agents

This article defines ML engineering excellence as an extension of software engineering excellence

Beyond the Code: What 'ML Engineering Excellence' Really Means

Explains prompt engineering as the skill of crafting clear, specific instructions for AI, using context, constraints, and iterative refinement to achieve better results.

A Beginner's Guide to Prompt Engineering

Why Writing Evals is the Highest-Leverage Action for AI Developers

Evals are your IP

Strategies for building a GenAI powered copilot at scale

Engineering