What is the 'Neural Link'?

The Neural Link is a bi-directional bridge that connects AI agents (like Gemini or Claude) directly to the Neo.mjs runtime. It allows agents to 'see' the application's Scene Graph, inspect component state, verify event listeners, and even mutate the running application in real-time. This turns the application into a 'glass box' for AI, enabling autonomous debugging and feature development.

Why is Neo.mjs called an 'Application Engine' instead of a framework?

Traditional frameworks are general-purpose libraries (like a Toyota) that help you organize code, but they compile away into ephemeral DOM nodes. Neo.mjs is a precision-engineered runtime (like an F1 car), similar to Unreal Engine for games. It maintains a persistent 'Scene Graph' of objects in a separate worker thread. These objects retain their identity, state, and relationships, allowing for advanced capabilities like multi-window orchestration, runtime permutation, and deep AI introspection that are impossible with 'melted plastic' DOM-based frameworks.

What is 'Context Engineering'?

Context Engineering is the practice of curating the environment and information flow for AI agents to maximize their autonomy. In Neo.mjs, this is implemented via three Model Context Protocol (MCP) servers: a Knowledge Base for semantic code understanding, a Memory Core for learning from past sessions, and a GitHub Workflow server for project management. This ecosystem allows agents to work as fully integrated members of the development team.

What is 'Object Permanence' in the context of Neo.mjs?

In Neo.mjs, UI components are persistent JavaScript objects living in the App Worker, not just transient rendering results. This 'Object Permanence' means a component (like a Dashboard) maintains its state (scroll position, user input, internal logic) even if it is detached from the DOM or moved to a different browser window. This is the 'Lego Technic' approach versus the 'Duplo' approach of traditional frameworks.

What is an 'Agent Operating System'?

Neo.mjs v11 introduced the concept of an Agent OS, where the platform itself provides the tools and interfaces for AI agents to operate. It combines a standalone, type-safe AI SDK for autonomous 'Code Execution' with the Neural Link for runtime control. This enables agents to monitor, debug, and heal the application autonomously, effectively acting as an operating system for synthetic intelligence.

How does Neo.mjs handle multi-window applications?

Neo.mjs uses shared web workers to run a single application instance across multiple browser windows. All windows share the same application state and data in real-time. Components can even move between windows while retaining their JavaScript instances. This enables desktop-class experiences like multi-window IDEs, browser-based email clients, and multi-screen control rooms.

What makes Neo.mjs different from React, Angular, or Vue?

Neo.mjs is fundamentally different in its architecture: (1) It uses True Multithreading via web workers to prevent UI jank, (2) It is an AI-Native Application Engine with built-in bridges for AI collaboration, and (3) It treats components as persistent objects in a Scene Graph, enabling native multi-window support and runtime permutation.

Frontmatter

id	8724
title	Canvas Ecosystem: Visual Polish & Terminology Alignment
state	Closed
labels	documentationenhancementairefactoring
assignees	tobiu
createdAt	Jan 16, 2026, 7:07 PM
updatedAt	Jan 16, 2026, 8:17 PM
githubUrl	https://github.com/neomjs/neo/issues/8724
author	tobiu
commentsCount	1
parentIssue	8721
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
blockedBy	[]
blocking	[]
closedAt	Jan 16, 2026, 8:17 PM

Canvas Ecosystem: Visual Polish & Terminology Alignment

Name: Neo.mjs Application Engine
Author: Neo.mjs

Closed v11.23.0 documentationenhancementairefactoring

tobiu commented on Jan 16, 2026, 7:07 PM

Context: The code uses terms like "Lattice" and "Debris" which are slightly out of sync with the "Neural Link" / "Application Engine" narrative. Also, some visual artifacts (colors) might need tightening.

Goal: Align code terminology and final visual polish with the brand.

Requirements:

Terminology: Update JSDoc and internal comments:
- "Lattice" -> "Neural Fabric" or "Application Mesh"
- "Debris" -> "Constructs" or "Particles"
Palette: Verify that ServicesCanvas.mjs, HeaderCanvas.mjs, and HomeCanvas.mjs share the exact same colors definitions for the "Blue-Scale" theme.
Cross-Canvas Consistency: Ensure the "Spark" effect in HomeCanvas matches the updated particle effect in ServicesCanvas.

tobiu added the documentation label on Jan 16, 2026, 7:07 PM

tobiu added the enhancement label on Jan 16, 2026, 7:07 PM

tobiu added the ai label on Jan 16, 2026, 7:07 PM

tobiu added the refactoring label on Jan 16, 2026, 7:07 PM

tobiu added parent issue #8721 on Jan 16, 2026, 7:07 PM

tobiu referenced in commit 266e529 - "docs: Align Canvas terminology and unify Blue-Scale palette (#8724)" on Jan 16, 2026, 8:16 PM

tobiu Jan 16, 2026, 8:16 PM

Input from Gemini 3 Pro:

✦ I have completed the refactoring for Ticket #8724:

Terminology: Updated ServicesCanvas.mjs JSDoc to use "Neural Fabric" and "Constructs".

Palette Unification:

Consolidated the "Blue-Scale" palette across all three canvases.

ServicesCanvas, HomeCanvas, and HeaderCanvas now strictly adhere to:

Primary: #3E63DD (Neo Blue)

Highlight: #00BFFF (Cyan) - Updated HeaderCanvas from #40C4FF.

Secondary: #536DFE (Indigo) - Updated HeaderCanvas and HomeCanvas from #8BA6FF.

Spark Consistency: Analyzed HomeCanvas sparks. They are 2D trails (ctx.lineTo) whereas ServicesCanvas uses 3D projected squares. Given the different rendering contexts (2D Network vs 3D Grid), forcing them to be identical would break the aesthetic coherence of HomeCanvas (which relies on line drawing). However, the colors are now unified, which ensures brand consistency across the different visualizations.

The visual ecosystem is now aligned.

tobiu closed this issue on Jan 16, 2026, 8:17 PM

tobiu assigned to @tobiu on Jan 16, 2026, 8:17 PM

tobiu cross-referenced by #8721 on Jan 16, 2026, 8:17 PM