This section outlines the deployment pipeline, observability stack, and interactive tools built into the FRAKTIΛ framework.

One-Click Deployment Engine

Instantly launch an agent with full runtime provisioning.

✦ Visual Pipeline: Build → Configure → Attach Add-Ons → Deploy.
✦ Containerized Backend: Each agent runs in a secure, isolated container.
✦ ElizaOS Runtime: Governs memory, behavior flow and trigger conditions.
✦ Live Endpoints: REST/WebSocket endpoints are auto-generated at launch.

Use this to turn any visual agent configuration into a fully functional live agent in seconds, without writing infrastructure code.

Agent Dashboard

Monitor the health, activity and economic performance of any agent.

Metrics Tracked:

✦ Uptime & container status
✦ Input logs (text, voice, API requests)
✦ Output & response latency
✦ Model usage (tokens, queries, API spend)
✦ Add-On call volumes and success rates
✦ $FLX earnings / expenses per agent
✦ Hot-reload history and version snapshots

Ideal for: production monitoring, optimization, incident response and usage analytics.

Interactive Agent Terminal

Real-time interaction with any deployed agent via command line or voice.

Supported Modes:

✦ Text CLI: Send commands, view structured responses, override logic.
✦ Voice I/O: Engage the agent via natural speech, real-time output.
✦ Structured Commands: Run test sequences, simulation inputs or manual intent triggers.

✅ Useful for testing logic updates, demonstrations or in-field debugging.

Modify agents while they are running — zero downtime required.

✦ Hot-swap model backends.
✦ Edit behavioral schema. (traits, rules, memory)
✦ Swap Add-Ons.
✦ Reconfigure voice profile or tone.
✦ Adjust runtime constraints. (latency, triggers)

Changes are applied instantly to the active container, preserving uptime and active connections.

🔄 Version Control & Rollback

Every deployment is versioned automatically.

✦ Full snapshots of config, model bindings and add-on links.
✦ Roll back to previous versions in one click.
✦ Audit logs of changes per agent, per team member.
✦ Immutable logs for regulatory/compliance environments.

Access & Security

✦ Agent scopes and API access can be defined at deployment.
✦ Admins can set view/edit/redeploy roles across teams.
✦ MCP add-on permissioning tied to $FRAKT authorization.
✦ All config changes signed and tracked via internal state hashing.

Webhooks & Integration Channels

Expose agent state and outputs to external systems.

✦ Subscribe to lifecycle events. (onStart, onFail, onUpgrade)
✦ Trigger custom workflows via webhook delivery.
✦ Sync state with external dashboards, analytics tools or smart contracts.

Strategic Role

This operational layer is what turns FRAKTIΛ from a no-code toy into an industrial-grade execution substrate.

It empowers:

✦ Solo developers to deploy production-grade agents without DevOps.
✦ Enterprises to monitor SLA-bound workflows.
✦ DAOs to trust agent state, track logs and control upgrades.
✦ Builders to confidently experiment with live logic, knowing rollbacks and live reloads are seamless.