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When a Calculator Generator Produced a Todo App Yesterday this repository generated calculators. Today I asked it for something outside that family: a persistent Todo application. The question was deliberately narrow: Can one seed-to-application assembly operation generate both calculators and a stateful Todo product without hiding Todo behavior in the compiler? The answer is now…… Continue reading When a Calculator Generator Produced a Todo App

A Seed Must Describe Meaning, Not Select Hidden Code While building twelve calculator variations beside the Unified Code project, I found a defect that passed every visible demonstration: the applications worked, but the generator already contained their real behavior. The JSON seed said: { "functions": ["payment", "mean", "determinant2"] } The formulas for those functions were…… Continue reading A Seed Must Describe Meaning, Not Select Hidden Code

My claim is simple: software can be standardized. In the age of AI, we should not use faster code generation to multiply every historical inconsistency in software development. We should rewrite software toward one unified standard so that humans and AI generate the same best-practice structure every time. Mathematics gained enormous computational power when Wolfram…… Continue reading The Age of AI Requires Standard Ten: One Unified Code for All Software

Update — July 2026: The Modular-Based Engineering direction described in this 2024 article has evolved into Standard Ten and the open-source Unified Code project. Milestone 1 now provides a reproducible implementation: one JSON seed generates a complete persistent application with no handwritten application code, matching Python and C results, and L1–L13 verification. Run the proof…… Continue reading Putting the Axe on OOP

Let’s discuss how to make AI response fitting the structure an API needs – Structured Response. The discussion will start, with a simple 1 parameter API, and in section 5 we will expand the discussion to multiple parameters. 1. AI Query such as: Seems like a beautiful response, but cannot be chained to further automation…… Continue reading Making API of AI

How can you achieve a balanced sprint plan where plan meets actuals? Create a game for your team to challenge themself and create a better team synergy Given a nine days sprint, one day dropped for agile ceremonies, how can you “make sure” your team will make it to the finish line as planned? The…… Continue reading 3 Ticks of the sprint

PracticeZone is a tool to practice syntax for developers. For example, let’s imagine you read the tutorial “A Complete Guide to Flexbox” and found it great but you think “that will take me time to memorize, lots of new attributes and syntax in general. I wish I could store those commands and train them later!”…… Continue reading Embed Practice Zone to your blog

Working with Nrwl using a monorepo setup with multiple libraries allows to map short names to import modules based on absolute path, which in turn helps moving files around the module without affecting the client importing the module. To map these files you need to configure path in tsconfig.json as follows: so you can but…… Continue reading Setup Jest with ModuleAppMapper

In this post I present an implementation of clean architecture’d REST Api using NestJS. This post does not intends to teach about clean architecture, and for that you will need to follow the references at the bottom of this page. The stack for that project is: PostgresSQLTypeOrmNodeJSNestJS, a framework for building efficient, scalable Node.js server-side applications.Nrwl -…… Continue reading Clean 🧼 Architecture’d REST Api using NestJS as 3rd Party 🥳