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Dev.to · canonical 1w ago

Why Attractor Guided Engineering Cannot Be Demoted to an AI Agent Skill

Agent Skill is already one of the most widely accepted practices in AI Agent engineering:...

Dev.to · canonical 3w ago

Attractor Before Harness: A Methodology for Large-Scale AI Development

In systems where AI deeply participates in development, the first-principles question is not "how to...

Dev.to · canonical ⚡ AI Lesson 3w ago

From Spec-Driven Development to Attractor-Guided Engineering

nop-chaos-flux is a low-code runtime framework built on React 19, Zustand 5, and Vite 8. It is...

Dev.to · canonical 3w ago

Design Principles of nop-chaos-flux, a Next-Generation Low-Code Rendering Framework

Introduction nop-chaos-flux is the rendering layer of the Nop platform—a low‑code runtime...

Dev.to · canonical 1mo ago

Nop Chaos Flux: The Next-Generation Low-Code Rendering Engine After Baidu AMIS

1. Introduction — Why Another Low-Code Framework? Baidu AMIS is an outstanding design. It...

Dev.to · canonical 5mo ago

Feature Comparison : Nop Platform vs. SpringCloud

The Nop Platform is a next-generation low-code platform designed and implemented from scratch based...

Dev.to · canonical 6mo ago

Why Has GraphQL Struggled to Become Popular? Under-Design or Over-Design?

Years ago, discussions about GraphQL’s role already appeared on Zhihu. After all these years, we...

Dev.to · canonical 6mo ago

Feature Comparison: Nop Platform vs. APIJSON

APIJSON is a widely adopted zero-code interface and documentation ORM library developed by Tencent...

Dev.to · canonical 6mo ago

Getting Started with Nop: Extending Existing Services

When developing a productized business system, you often need to extend existing services in the base...

Dev.to · canonical 6mo ago

Extensible Design of Backend Service Functions from the Perspective of Reversible Computation

Many low-code platforms are fundamentally built around a CRUD model, typically offering a certain...

Dev.to · canonical 6mo ago

Getting Started with Nop: How to Creatively Extend GraphQL

The Nop platform does not use common GraphQL open-source libraries such as graphql-java; instead, it...

Dev.to · canonical 6mo ago

Understanding React's Essence Through React Hooks

The post-jQuery front-end revolution was initiated by AngularJS. Its initial idea was to replicate...

Dev.to · canonical 6mo ago

API Seamless Upgrade Solution: Architectural Evolution from Push Mode to Pull Mode

Someone on Zhihu asked a question: How to achieve smooth upgrades for Java microservice API version...

Dev.to · canonical 7mo ago

Distributed RPC Framework in a Low-Code Platform (~3,000 LOC)

RPC is an indispensable part of distributed system design. There are many open-source RPC frameworks...

Dev.to · canonical 7mo ago

Why Baidu's AMIS Framework Is an Excellent Design

AMIS is an open-source front-end low-code framework from Baidu. Fairly speaking, it is currently one...

Dev.to · canonical 7mo ago

The Design Innovations of NopGraphQL: From API Protocol to a General-Purpose Information Operation Engine

In modern software architecture, APIs are the core nexus connecting frontends and backends, and...

Dev.to · canonical 7mo ago

If We Rewrote SpringBoot from Scratch, What Different Choices Would We Make?

SpringBoot is a major leap forward built on the Spring framework. It introduced the concept of...