Aditya Raj Singh

AI Automation.

Building agents and automations that hold up, and self-hosting the tools behind them.

Your AI Doesn't Need More Tools. It Needs Better Context.

AI tools can reach more of your data than ever and still miss the point. What they lack is context, like which project matters and which document is current.

How I Build AI Agents and Automations: The Parts of My Process That Never Change

My automation process gets rebuilt every few months and the tools turn over completely. These are the moves that survive every rewrite.

Scalable Systems Beat Smart Hacks (Every Time)

Why scalable systems always outperform clever hacks, and what it actually takes to build processes that hold up under pressure.

Self-Host n8n on Linode with Dokploy (2026 Guide)

Step-by-step guide to deploying self-hosted n8n on Linode using Dokploy. Docker, HTTPS, webhooks, everything covered.

MCP: The Protocol That Could Rewrite the Rules of AI

The Model Context Protocol lets AI models dynamically discover and use external services. Here's why it's a big deal, and what could go wrong.