How to Architect

Creating Architectural POVs | Nurturing architects of the future

The Intent Layer: Why the Industry Got Specs Right and Intent Wrong

SDD and IDD are not competing methodologies — they are different layers of the same model. The industry built half a model each and is discovering, through accumulated failure, that the other half was always required.

March 21, 2026 · 31 min · Kapil Viren Ahuja

Evolutionary Scaling Patterns for Startup Architecture

From co-located monolith to extracted microservices — why starting with a modular monolith on Vercel is the industry-endorsed path, and how to evolve when scale demands it.

February 23, 2026 · 13 min · Kapil Viren Ahuja

PhoenixOS in the Age of Software 3.0

How Intent-Driven Development positions PhoenixOS for the multi-agent orchestration era — where humans become conductors of AI agent teams, and frameworks that capture intent at the right abstraction level win.

February 14, 2026 · 7 min · Kapil Viren Ahuja
💡 The views and opinions expressed on this blog are solely my own and do not represent those of my employer or any organization I am affiliated with.
🤖 This blog is created with the assistance of AI (Claude by Anthropic) for research, formatting, and data collection. All points of view and opinions are entirely my own.