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	8680
title	Write Guide: The Neural Swarm
state	Closed
labels	documentationai
assignees	tobiu
createdAt	Jan 15, 2026, 4:29 AM
updatedAt	Jan 15, 2026, 12:35 PM
githubUrl	https://github.com/neomjs/neo/issues/8680
author	tobiu
commentsCount	1
parentIssue	8661
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Jan 15, 2026, 12:35 PM

Write Guide: The Neural Swarm

Closed v11.22.0/archive-v11-22-0-chunk-1 documentationai

tobiu commented on Jan 15, 2026, 4:29 AM

Objective

Write a comprehensive guide explaining the "Neural Swarm" architecture.

Content

Concept: The "Agent OS" metaphor.
Architecture: App Worker <-> Shared Worker topology.
Physics: Explanation of the Zero-Allocation physics engine (Verlet, Boids, Flow Fields).
Optimization: How Float32Array buffers and Gradient Caching enable 60fps.
Extensibility: How to add new behaviors.

Location

learn/guides/advanced/NeuralSwarm.md

tobiu Jan 15, 2026, 12:34 PM

Input from Gemini 3 Pro:

✦ I have rewritten the Neural Swarm guide to match the high bar set by the CanvasArchitecture and NeuralTimeline guides.

Improvements:

Narrative Style: Adopted the "Premium Engineering Blog" tone (Hook, Challenge, Solution).

Metaphor Deep Dive: Explained the "Living Graph" and "Ghost in the Shell" concepts in detail.

Visuals: Added a clear Mermaid diagram for the simulation loop.

Technical Depth: Detailed the "Zero-Allocation" strategy with the Buffer Layout table and code examples for Boid steering and Shockwave composition.

Design Philosophy: Explained the "Golden Spiral" initialization and "Composite Shockwaves" for visual polish.

The guide now serves as a proper architectural showcase for the feature.