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	10022
title	chore(ai): Eliminate latent architectural debt (vec0, test topology, config)
state	Closed
labels	enhancementai
assignees	tobiu
createdAt	Apr 15, 2026, 11:06 AM
updatedAt	Apr 18, 2026, 5:20 PM
githubUrl	https://github.com/neomjs/neo/issues/10022
author	tobiu
commentsCount	0
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
blockedBy	[]
blocking	[]
closedAt	Apr 15, 2026, 12:36 PM

chore(ai): Eliminate latent architectural debt (vec0, test topology, config)

Closed v13.0.0/archive-v13-0-0-chunk-4 enhancementai

tobiu commented on Apr 15, 2026, 11:06 AM

Description

Organic evolution of the Memory Core and Neural Link led to localized drift and orphaned "zombie code". This ticket serves as a tactical clean-slate operation to reset the architectural baseline.

Required Actions

Purge vec0 Subsystem: Delete all SQLite vec0 migration and integration scripts from buildScripts/ai/. (The decision to attempt manual vector math instead of HNSW/Chroma was an architectural misstep that must be purged natively).
Clean Configuration: Strip the engine: 'neo' (deprecated) block entirely out of config.template.mjs and related initializers to avoid hallucination triggers for future agents.
Normalize Test Topology: Relocate test/playwright/unit/ai/neural-link into test/playwright/unit/ai/mcp/server/neural-link to establish a strict 1:1 structural mapping with the other MCP servers like memory-core.

Origin Session ID: fcd5f5f2-34ab-4c1a-acb1-533b88e123b3

tobiu added the enhancement label on Apr 15, 2026, 11:06 AM

tobiu added the ai label on Apr 15, 2026, 11:06 AM

tobiu referenced in commit ac5bc90 - "chore(ai): Eliminate latent architectural debt (vec0, test topology, config) (#10022)" on Apr 15, 2026, 12:09 PM

tobiu cross-referenced by PR #10024 on Apr 15, 2026, 12:09 PM

tobiu referenced in commit 5400fb8 - "test(ai): Fix relative import paths for relocated RecorderService.spec.mjs (#10022)" on Apr 15, 2026, 12:15 PM

tobiu referenced in commit a5da0cc - "fix(ai): Flatten SQLite sqlite path to storagePaths avoiding legacy engines nesting (#10022)" on Apr 15, 2026, 12:30 PM

tobiu referenced in commit 8c43fc7 - "refactor(ai): Eliminate latent architectural debt (vec0, test topology, config) (#10022) (#10024) on Apr 15, 2026, 12:36 PM

tobiu closed this issue on Apr 15, 2026, 12:36 PM

tobiu assigned to @tobiu on Apr 18, 2026, 5:20 PM