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MelcorSoft Journal

Ideas for teams building what's next.

Practical notes on product engineering, systems design, and building software that earns the right to grow.

Abstract illustration of ideas flowing through an AI network into an organized software system
AI & Engineering/5 min read

How AI Is Reshaping Custom Software Development

Generative AI and coding agents are changing how software gets built. Not just how fast, but who does which parts of the work.

March 15, 2026Read article
More from the journal

Built for the long run.

Abstract architectural illustration of a small software foundation growing into a connected system
Architecture/7 min read

Scaling from MVP to 1M Users: Lessons Learned

The architecture decisions that hold up as a product grows aren't the ones that look most impressive on day one. They're the ones that are easiest to change later.

February 28, 2026Read article ↗
Abstract design system component grid with reusable visual primitives
Design/4 min read

Design Systems That Actually Get Adopted

Most design systems die in a Figma file nobody opens after the second sprint. The ones that survive share a few deliberate choices, and none of them are about the components themselves.

February 10, 2026Read article ↗