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LIVEFoundation / automation
AICORTEX Core Platform
Deploy the owned AI substrate once, then add capabilities as modules.
Core: always presentReview my build
Live workload cutawayArchitecture in context
AICORTEX Core Platform
Signal path active6 deployment units
What this replaces
AI experiments become fragile collections of hand-built services, hidden dependencies, inconsistent networking, and undocumented recovery steps.
What your team gains
A repeatable private platform foundation with container lifecycle, pod networking, ingress, persistence, boot protection, deployment automation, and a consistent operating model.
What is inside the blueprint
Container and pod lifecycle
Shared pod network namespaces and published-port ownership
Declarative deployment and configuration automation
Central reverse-proxy routing and middleware
Persistent relational-database data tier
Edge-tunnel ingress pattern
Restart, boot, and health-check patterns
Backup/recovery and dependency pinning patterns
How it fits the platform
Linux host -> container pods and standalone edge services -> reverse proxy -> application/data services; configuration automation is the deployment authority and configuration source of truth.
Included services
Container engine, Configuration automation, Reverse proxy, Relational database, Edge tunnel, Web server
Platform requirements
Core foundation only.
From prerequisites to operation
Prerequisites
- Linux host/VPS with adequate CPU, RAM and storage
- DNS/domain control
- Administrative access
- Persistent storage locations
- Outbound internet access where cloud providers are used
Deployment
- Bootstrap the container engine and the configuration-automation deployment container
- Create base network/pod topology and persistent paths
- Deploy the reverse proxy and the edge tunnel
- Provision shared database tier and application roles
- Apply boot/restart/health protections
- Run reconciliation checks after deployment
Configuration
- Domains and route inventory
- Storage paths and retention
- Database names/users/schemas
- Resource limits
- Restart and health-check policy
- Edge tunnel routes
- Backup targets and schedules
Operations
- Monitor disk, memory, swap and container health
- Verify boot units after changes
- Pin critical dependencies and image versions
- Test restore procedures
- Reconcile declared vs running state
Technology behind this capability
Relational databaseReverse proxyEdge tunnelContainer engineConfiguration automationWeb server