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Autonomous Fleet

25 Agents. Zero Operators.

A self-managing AI swarm that monitors infrastructure, triages incidents, runs security scans, optimizes costs, and deploys services -- all without human intervention, 24/7.

25Autonomous Agents
24/7Continuous Operation
<50msCoordination Latency
5Monitored VMs
Live Swarm TopologyForce-directed agent graph
Core
Infrastructure
Data & Analytics
Security
Management
Intelligence
Deploy with security gate
1/8
Task Delegation FlowSentinel routes to specialists in sequence
Sentinel receives task
Security
Cost Optimizer
Deployment
Result aggregated
Fleet HealthAll 25 endpoints polled
Healthy
Degraded
Down
Sentinel
:8002

Sentinel

LangGraph coordinator. Routes every task.

Orchestrator v1
:8030

Orchestrator v1

Keyword routing, swarm self-healing

Orchestrator v2
:8059

Orchestrator v2

DAG workflows, Redis state, fan-out

Infra Health
:8004

Infra Health

Container checks, auto-healing, disk cleanup

Proxmox
:8005

Proxmox

VM lifecycle, snapshots, drift detection

Deployment
:8007

Deployment

Blue-green deploys, rollback, Ansible

Network
:8022

Network

DNS, Nginx, firewalls, port scanning

Log Analysis
:8006

Log Analysis

Error patterns, cross-container search

Security
:8013

Security

Trivy scans, Gitleaks, GDPR compliance

Cost Optimizer
:8008

Cost Optimizer

Idle detection, forecast, rightsizing

Data Pipeline
:8010

Data Pipeline

ETL execution, lineage tracking

Data Quality
:8016

Data Quality

Z-score anomalies, validation rules

Customer Analytics
:8012

Customer Analytics

Churn, RFM, lifetime value

Business Intel
:8017

Business Intel

KPI scorecards, trend analysis

Database
:8025

Database

Query optimization, schema mgmt

RAG Knowledge
:8056

RAG Knowledge

Text-to-SQL, knowledge base

Marketing
:8018

Marketing

Attribution, campaign ROI

Job Search
:8035

Job Search

Multi-board search, ATS scoring

Realtime Alert
:8055

Realtime Alert

Telegram/Slack notifications

Outreach
:8057

Outreach

LinkedIn drafts, contact research

Portfolio Analytics
:8058

Portfolio Analytics

Salary trends, skill demand

Project Manager
:8040

Project Manager

Task tracking, risk assessment

Delivery Manager
:8041

Delivery Manager

Pipeline stages, quality gates

Product Owner
:8042

Product Owner

Backlog prioritization, sprint planning

Workspace Tidy
:8050

Workspace Tidy

Duplicate detection, file cleanup

Sentinel Brain

LangGraph state machine with GPT-4o-mini. Receives natural language, reasons about the task, delegates to the right specialist, aggregates results.

Self-Healing Infrastructure

Infrastructure Health detects a down container. Log Analysis diagnoses the cause. Deployment Agent restarts in dependency order. Sentinel verifies the fix.

Security-First Deploys

Every deployment passes through Security Agent first. Trivy vulnerability scans and Gitleaks secret detection must clear before a single container is touched.

LangGraphGPT-4o-miniFastAPIRedisPrometheusGrafanaDockerProxmox VECloudflare Tunnel