What is the Neural Link?

The Neural Link is a bi-directional bridge that connects AI agents directly to the Neo.mjs runtime. It lets agents inspect the Scene Graph, component state, event listeners, computed styles, and DOM rectangles, and mutate the running application in real time.

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

Neo.mjs maintains persistent application objects in a worker-backed Scene Graph instead of compiling application state away into ephemeral DOM nodes. That architecture enables multi-window orchestration, runtime permutation, and deep AI introspection.

What is Context Engineering?

Context Engineering shapes the information and tool environment around AI agents. Neo.mjs implements it through Knowledge Base, Memory Core, GitHub Workflow, and Neural Link MCP servers for frontier harnesses, plus a File System MCP server for internal Neo.ai.Agent local loops.

What is the Neo.mjs Agent OS?

The Neo.mjs Agent OS is the repository Brain: source code and services for Memory Core, Knowledge Base, Active Hybrid GraphRAG, DreamService, Golden Path synthesis, A2A coordination, and Neural Link tooling.

Frontmatter

id	8368
title	Replace "AfterMath" with "AI-Native Toolchain" Section
state	Closed
labels	enhancementdesignai
assignees	tobiu
createdAt	Jan 6, 2026, 10:32 PM
updatedAt	Jan 6, 2026, 10:40 PM
githubUrl	https://github.com/neomjs/neo/issues/8368
author	tobiu
commentsCount	0
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Jan 6, 2026, 10:40 PM

Replace "AfterMath" with "AI-Native Toolchain" Section

Closed v11.19.0/archive-v11-19-0-chunk-1 enhancementdesignai

tobiu commented on Jan 6, 2026, 10:32 PM

Replace the ineffective "AfterMath" section with a new "AI-Native Toolchain" section that highlights Neo.mjs's unique AI capabilities.

Content Focus:

Headline: "Code at the Speed of Thought."
Subhead: "AI agents can now 'see' and 'touch' your running app via the Neural Link."
Key Metrics: "181 tickets resolved in 15 days using these tools."
Three Feature Cards:
- The Neural Link: Live debugging, conversational UI changes, zero-downtime hotfixes.
- MCP Servers: Knowledge Base, Memory Core, GitHub Workflow.
- Context Engineering: How the architecture enables AI collaboration.

Implementation Plan:

Create: apps/portal/view/home/parts/AiToolchain.mjs (New Component).
Create: resources/scss/src/apps/portal/home/parts/AiToolchain.scss (New Styles).
Update: apps/portal/view/home/MainContainer.mjs (Swap AfterMath -> AiToolchain).
Delete: apps/portal/view/home/parts/AfterMath.mjs & AfterMath.scss.