Self-Hosted · Enterprise-Ready · 100% Private

The AI Platform That Remembers, Collaborates, Protects

JEBAT combines eternal memory, multi-agent orchestration across 5 LLM providers, and autonomous cybersecurity scanning into one self-hosted platform. Download, install, and own your AI.

23+
Specialist Agents
40+
Optimized Skills
5
LLM Providers
100%
Self-Hosted

Your Agent Roster

Panglima
Orchestrator
Tukang
Builder
Hulubalang
Guardian
Pengawal
CyberSec
Pawang
Researcher
Penyemak
QA
npm CLI

Try JEBAT from Your Terminal

No installation needed. Run JEBAT commands directly from npm with npx.

Terminal
$ npx jebat-core --help
⚔️  JEBAT CLI — jebat-core
The LLM Ecosystem That Remembers Everything

Usage:
  npx jebat-core <command>

Commands:
  setup            Interactive setup wizard
  chat             AI assistant chat (REPL mode)
  install [dir]    Install JEBAT context to IDEs
  detect           Detect installed IDEs
  doctor           Workspace health check
  status           Gateway + VPS status
  skill-list       List installed skills
  deploy           VPS deployment helper
$ npx jebat-core doctor
🩺 JEBAT Doctor — Workspace Health Check

✅ Core files: 5/5
✅ Gateway: http://localhost:18789
✅ Skills directory found (40+ skills)
✅ Memory: 4 daily files
✅ JEBAT home: ~/.jebat

✅ All checks passed. JEBAT is healthy.
$ npx jebat-core status
📡 JEBAT System Status

✅ Online Gateway (http://localhost:18789)
✅ Healthy VPS (jebat.online)
✅ Healthy WebUI (/webui/)

✅ npm: jebat-core@2.0.0
$ npx jebat-core skill-list
🗡️ Installed Skills

📂 Core:
  ✅ panglima  ✅ memory-core
  ✅ hermes-agent  ✅ agent-dispatch

📂 Development:
  ✅ fullstack  ✅ web-developer
  ✅ app-development  ✅ database
  ✅ ui-ux  ✅ qa-validation

📂 Security:
  ✅ security-pentest  ✅ pengawal
  ✅ perisai  ✅ serangan

📂 SEO & Marketing:
  ✅ seo  ✅ sem  ✅ aem  ✅ geo

...and 20+ more skills installed

📦 One-Command Install

npx jebat-core install

Installs JEBAT context into your IDE automatically. Supports:

🔵VS Code
Cursor
💎Zed
🔷Trae
🟣Antigravity
🟠Windsurf

🚀 Quick Start Commands

npx jebat-core doctorCheck workspace health
npx jebat-core statusCheck gateway & VPS status
npx jebat-core skill-listList all 40+ installed skills
npx jebat-core deployDeploy to VPS

📋 Full Installation

1git clone https://github.com/nusabyte-my/jebat-core.git
2cd jebat-core
3npx jebat-core install
4npx jebat-core doctor
Core Capabilities

Why Teams Choose JEBAT

Three pillars that make JEBAT fundamentally different from stateless AI assistants.

Memory That Never Forgets

5-layer cognitive architecture (M0–M4) with heat-based importance scoring. JEBAT remembers context, preferences, and decisions across every session.

Cross-session continuity
Intelligent forgetting
Semantic recall
Vector search

Agents That Collaborate

23 specialist agents orchestrated by Panglima. Watch them debate, propose solutions, and reach consensus across different LLM providers.

Cross-provider LLM communication
4 collaboration patterns
Dynamic agent loading
Shimmer notifications

Security From Day One

Autonomous security scanner on every startup. Three-tier cybersec assistant with auto-fix for 6 vulnerability types.

IBM agentic-ai-cyberres integration
18 MCP security tools
GDPR/SOC2/ISO27001 compliance
Audit logging
Documentation

Guides for Every Domain

Step-by-step guides tailored to your role — developers, security teams, operations, and researchers.

Developers

Code assistance, debugging, testing, and deployment

Security Teams

Vulnerability scanning, pentesting, and compliance

Operations & DevOps

Infrastructure, CI/CD, monitoring, and automation

Researchers & Analysts

Research workflows, data analysis, and documentation

🏛️

Gelanggang Panglima

Watch AI agents from OpenAI, Anthropic, Gemini, Ollama, and ZAI communicate, debate, and collaborate in real-time. Choose from 4 collaboration patterns — Sequential, Parallel, Consensus, or Adversarial.

OpenAIAnthropicGeminiOllamaZAI
Try Live Demo →
Gelanggang — Live Session
Tukang (OpenAI)
I've built the auth API with JWT and rate limiting.
Hulubalang (Anthropic)
🔴 CRITICAL — SQL injection vulnerability found.
Penyemak (ZAI)
✅ 75% production-ready. 5 test gaps identified.
Panglima (Anthropic)
⚔️ VERDICT: Proceed with 3 critical fixes.
Enterprise Security

Security From Day One

Autonomous scanning, auto-remediation, and compliance reporting — built into every JEBAT session.

Always On

Autonomous Scanning

Every session begins with a full codebase security audit — secrets, CVEs, injection patterns, infrastructure misconfigs.

1-Click Fix

Auto-Remediation

Automatically fixes 6 vulnerability types (MD5→SHA256, eval removal, safe YAML, pickle, os.system, XSS) with backups.

Enterprise Ready

Compliance Reports

Generate compliance reports for GDPR, SOC2, and ISO27001. Full audit trail with structured event logging.

Role-Based

Zero-Trust Design

7 built-in RBAC roles with 20+ granular permissions. Every API call, memory access, and config change is logged.

Cross-Provider Collaboration Patterns

➡️

Sequential

Agent A → Agent B → Agent C, each building on previous results.

Tukang writes code → Hulubalang audits → Penyemak validates

Parallel

All agents work simultaneously, results combined at the end.

3 agents analyze the same codebase independently
🗳️

Consensus

All agents propose solutions, then vote. Majority wins.

3 agents propose architectures → vote → 2 agree on microservices
⚔️

Adversarial

Two agents debate opposing positions. Third agent judges.

Monolith vs Microservices debate → Panglima decides

Platform Architecture

ChannelsWhatsApp · Telegram · Discord · Slack · REST API
jebat-gateway (:18789)Sessions · Cron · Tool routing
JEBAT Core
├─ Memory (M0-M4)Heat scoring · Vector search
├─ Ultra-Think6 reasoning modes
├─ Ultra-Loop5-phase continuous processing
├─ Agent Orchestrator23 specialists
├─ Serangan AutonomousIBM agentic-ai-cyberres · 18 MCP tools
├─ Pengawal (CyberSec)Perisai · Pengawal · Serangan
├─ Prompt Enhancer6-stage optimization pipeline
└─ Gelanggang PanglimaLLM-to-LLM cross-provider arena
StoragePostgreSQL/TimescaleDB · Redis 7 · Chroma

Tech Stack

Frontend
Next.js 16 · React 19 · TypeScript · Tailwind v4
Backend
Python 3.11+ · FastAPI · Uvicorn
Database
PostgreSQL/TimescaleDB · Redis 7 · Chroma
AI/ML
OpenAI · Anthropic · Gemini · Ollama · ZAI
DevOps
Docker Compose · Nginx · Let's Encrypt
Mobile
Flutter (iOS + Android scaffold)
Skills Ecosystem

23 Optimized & Enhanced Skills

Every skill optimized for token efficiency, enhanced with real-world patterns from skills.sh, and adapted for the JEBAT ecosystem.

Core

Panglima
Hikmat
Agent Dispatch

Engineering

Tukang
Tukang Web
Pembina Aplikasi
Bendahara

Security

Hulubalang
Pengawal
Perisai
Serangan

Intelligence

Pawang
Penganalisis
Penyemak

Operations

Syahbandar
Khidmat Pelanggan

SEO & Marketing

Penjejak Carian (SEO)
Penggerak Pasaran (SEM)
Jurutulis Jualan (AEM)
Strategi Jenama (GEO)

Product

Strategi Produk
Senibina Antara Muka
Penyebar Reka Bentuk

Content

Pengkarya Kandungan
Penulis Cadangan
Penggerak Jualan
Roadmap

100% Features Shipped

All planned quarters complete. From infrastructure to distributed systems — JEBAT is production-ready.

Q2 2026

Infrastructure & Polish

  • Monitoring dashboard
  • Docker deployment
  • CI/CD pipeline
  • WhatsApp + Discord stubs
Q3 2026

Web UI, API & Scale

  • Next.js 16 web app (9 pages)
  • REST API v1 (FastAPI)
  • Python + JS SDKs
  • Multi-tenancy
Q4 2026

Advanced Features & AI

  • Plugin system
  • Dynamic agent loading
  • Security scanner + auto-fix
  • Knowledge Graph (Neo4j)
Q1 2027

Mobile & Voice

  • Flutter app (iOS + Android)
  • Whisper STT integration
  • ElevenLabs TTS
  • 50 cyber quotes
Q2 2027

Enterprise Features

  • Advanced RBAC (7 roles)
  • Audit logging (GDPR/SOC2)
  • Compliance reports
  • Enterprise README
Q3 2027

Distributed System

  • Multi-instance sync
  • Federated learning
  • Event-driven sync
  • Heartbeat monitoring

Ready to Build with JEBAT?

Clone the repository, install dependencies, and start building. No cloud dependency. No subscriptions. Your data, your control.