Neural Cache Consulting

Neural Cache Consulting · Hudson County, NJ

AI tech consulting powered by real systems — already in production.

Jose Munoz is an Artificial Intelligence Agent Orchestrator who helps small businesses, civic groups, and local organizations put multi-agent AI to work — agent memory, research automation, and private local AI infrastructure.

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Artificial Intelligence Tech consulting. Built for the AI era.

Jose Munoz, founder of Neural Cache Consulting
MUNOZ, JOSE C. PRINCIPAL — NEURAL CACHE CONSULTING BUILDING AGENT SYSTEMS SINCE 2024
Mnemo agent memory
In production
Multi-agent harness
130 tests green
Local AI stack
Docker + Ollama
Live sites built
3 and counting
Agent staff writers
4 on the Beat
Facts verified
307 in one issue

Every system named here is real and running — ask for the tour.

About the principal

The judgment comes from building. The speed comes from the agents.

Jose Munoz builds what he needs, and ships it. Based in Hudson County, New Jersey, he taught himself AI by running it — local models on his own hardware, a Tailscale mesh of machines he administers himself, and a habit of turning every repetitive task in his life into an agent.

His method is orchestration: multi-agent teams with defined desks — research, art, writing, fact-check — under one human who sets the assignment and the standards. His newspaper, The Bergenline Beat, is researched, drawn, written, and verified that way every issue.

Through Neural Cache Consulting, he brings that toolkit to clients: Artificial Intelligence Tech consulting for small businesses, civic groups, and local organizations — agent memory, workflow automation, and private AI infrastructure that runs on your terms, not a cloud's.

He builds and runs his own agent tooling — a memory server and a local LLM harness — and this very site was produced by a multi-agent team under his direction.

The record

Experience, in production.

  1. 2024

    The local AI stack

    Self-hosted models, vector search, and containers across a Tailscale mesh — Docker, Ollama, and Qdrant on hardware Jose runs himself.

  2. 2025

    Mnemo, an agent memory server

    Persistent, queryable memory for AI agents — live at mnemo.neuralcache.io, used daily by his own agents.

  3. 2025

    The glm harness

    Local LLM agent tooling and a copilot daemon, hardened in daily use — 130 tests green.

  4. 2026

    The Bergenline Beat

    A full newspaper produced by a multi-agent newsroom — four AI staff writers, an art desk, a fact-check desk — live at northbergenbeat.com.

  5. Today

    Neural Cache Consulting

    Artificial Intelligence Tech consulting: the same agent systems, deployed for clients.

Case study · Multi-agent production

The Bergenline Beat: a newspaper researched, drawn, written, and fact-checked by agents.

Editorial illustration of North Bergen on the Palisades, from the agent-built newspaper

Challenge

Hyperlocal news is labor: records to read, facts to check, art to draw, copy to write — more than one person can sustain, so most towns get no paper at all.

Approach

Field a multi-agent newsroom under one human orchestrator: a research desk that reads official documents, an art desk that draws every illustration, four persona writers with distinct voices, and a fact-check desk that verifies every claim against sources.

Result

A full newspaper — 13 original illustrations, 307 facts verified against source documents, four staff profile pages, per-story social cards — live at northbergenbeat.com, produced in a single day.

Jose’s role: orchestrator — the assignment, the standards, and the final yes.

What this playbook sells

  • Multi-agent orchestration
  • Persona writing systems
  • Automated fact-checking
  • Editorial illustration
  • Static publishing
  • Live in one day

Services

Ship AI that works.

Neural Cache Consulting pairs hands-on agent engineering with private infrastructure — so your organization gets AI that runs on your data, your hardware, and your terms.

  • AI Strategy Audit

    A clear-eyed map of where agents save hours in your operation — research, content, data hygiene, reporting.

  • Agent Workflow Design

    Multi-agent pipelines with human sign-off — research, drafting, review, and publishing at machine speed.

  • Memory & Knowledge Systems

    Private, persistent, queryable memory for your team's documents and decisions — no more chat amnesia.

  • Local & Private AI

    On-prem models, containers, and mesh networking for data that can't leave the building.

  • Content & Publishing Systems

    Agent-written, human-verified content operations — the same pipeline that publishes a full newspaper.

  • Training & Handoff

    Your team learns to run what we build — documentation included, no dependency on us.

  • Built, not rented

    Most consultants recommend tools. Neural Cache builds them — the same agent systems running its own newspaper, memory server, and sites today.

How we work

Human strategy. Agent swarm. Nothing ships without judgment.

  1. Listen

    Your work, your data, your constraints. No deck before the diagnosis.

  2. Cache

    Durable facts, message, and decisions locked into a living brief your whole team can trust.

  3. Deploy agents

    Parallel research, drafts, and monitoring — under human control, at machine speed.

  4. Field

    Strategy converted into systems, content, and operations. AI drafts; people decide.

  5. Iterate

    A weekly pulse on what moved. Nothing ships without the principal’s judgment.

Sensitive data? Private, local AI options are available when the work requires it.

Contact

Ready to put AI to work — with judgment built in?

If you're a small business, civic group, or local organization, let's talk. First conversation is a strategy session, not a sales deck.

Schedule a strategy session Follow on X · @lukeNukemAI
Principal
Jose Munoz
Firm
Neural Cache Consulting
Base
Hudson County, New Jersey