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	9933
title	Fix: DreamService Sandman Cycle Aborts Prematurely
state	Closed
labels	bugai
assignees	tobiu
createdAt	Apr 12, 2026, 7:09 PM
updatedAt	Apr 12, 2026, 7:11 PM
githubUrl	https://github.com/neomjs/neo/issues/9933
author	tobiu
commentsCount	0
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
blockedBy	[]
blocking	[]
closedAt	Apr 12, 2026, 7:11 PM

Fix: DreamService Sandman Cycle Aborts Prematurely

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

tobiu commented on Apr 12, 2026, 7:09 PM

Context: Running the buildScripts/ai/runSandman.mjs headless process triggers the DreamService.processUndigestedSessions() pipeline. This pipeline is responsible for two distinct workflows:

Digesting new Agent session memories natively into the Edge Graph.
Ambiently performing memory-core maintenance (Graph Apoptosis, Semantic Vector synchronization, and Golden Path roadmap synthesis).

The Bug: If DreamService found no new session memories, it aborted execution via an early return;. This immediately halted the entire Sandman REM cycle, bypassing both the Garbage Collection topology phase and the strategic Golden Path synthesis loops.

The Fix: Modified DreamService.processUndigestedSessions to bifurcate the behavior. If no sessions are found, it gracefully skips the memory ingestion iterations but now correctly proceeds forward to execute the ambient Garbage Collection and Hybrid GraphRAG Strategic Extraction routines.

tobiu added the bug label on Apr 12, 2026, 7:09 PM

tobiu added the ai label on Apr 12, 2026, 7:09 PM

tobiu referenced in commit 5e8137e - "fix: Remove early abort in Sandman pipeline to permit ambient GC and GoldenPath (#9933)" on Apr 12, 2026, 7:09 PM

tobiu cross-referenced by PR #9934 on Apr 12, 2026, 7:09 PM

tobiu referenced in commit 0bba2e0 - "fix: Remove early abort in Sandman pipeline to permit ambient GC and GoldenPath (#9933) (#9934)" on Apr 12, 2026, 7:11 PM

tobiu closed this issue on Apr 12, 2026, 7:11 PM

tobiu assigned to @tobiu on Apr 12, 2026, 7:11 PM