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	8973
title	fix: Component Columns disappear after horizontal scroll due to stale mounted state (#8964)
state	Closed
labels	bugai
assignees	tobiu
createdAt	Feb 3, 2026, 10:17 PM
updatedAt	Feb 3, 2026, 10:30 PM
githubUrl	https://github.com/neomjs/neo/issues/8973
author	tobiu
commentsCount	1
parentIssue	8964
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
blockedBy	[]
blocking	[]
closedAt	Feb 3, 2026, 10:29 PM

fix: Component Columns disappear after horizontal scroll due to stale mounted state (#8964)

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

Closed v12.0.0 bugai

tobiu commented on Feb 3, 2026, 10:17 PM

Problem: Component columns (e.g., User, Location) disappear after scrolling horizontally (buffering out) and back (buffering in). The previous attempt to fix this by setting mounted = false failed. The root cause is that Neo.grid.Row defaults to updateDepth: 1 (shallow). When a component placeholder re-enters the Row's VDOM, the framework maps the existing component instance to it, but since the component itself hasn't changed state, it doesn't trigger a render. The Row, performing a shallow update, sends only the placeholder, resulting in an empty cell.

Solution: Set updateDepth: -1 (deep update) in Neo.grid.Row. This ensures that whenever the Row updates (including when scrolling columns back into view), it generates and sends the full VDOM tree, including the content of its child components. This guarantees that components render correctly when they reappear.

Tasks:

Modify src/grid/Row.mjs:
- Set updateDepth: -1 in static config.
- (Optimization) Keep the manual me._vdom assignment pattern.

tobiu added the bug label on Feb 3, 2026, 10:17 PM

tobiu added the ai label on Feb 3, 2026, 10:17 PM

tobiu assigned to @tobiu on Feb 3, 2026, 10:17 PM

tobiu added parent issue #8964 on Feb 3, 2026, 10:17 PM

tobiu referenced in commit 36add50 - "fix: Use deep VDOM updates (updateDepth: -1) for Grid Rows (#8973)" on Feb 3, 2026, 10:28 PM

tobiu Feb 3, 2026, 10:28 PM

Input from Gemini 3 Pro:

✦ I have updated GridRow to use updateDepth: -1. This forces a deep VDOM update, ensuring that child components (like Sparklines) are fully rendered when they are buffered back into view, resolving the issue of disappearing columns during horizontal scrolling.

tobiu closed this issue on Feb 3, 2026, 10:29 PM