☁️ Azure Deployment Guide: TFT Agent Shell

This guide walks you through deploying TFT agents on Azure using Kubernetes and autoscaling logic.

🧭 Steps#

1. Build Docker Image

   docker build -t nawder/tft-agent .
   docker push nawder/tft-agent:latest

2. Apply Deployment

   kubectl apply -f azure_deploy.yaml

3. Enable Autoscaling

   kubectl autoscale deployment tft-agent-shell \
    --cpu-percent=69 \
    --min=1 \
    --max=99

4. Monitor Logs

kubectl logs -f <pod-name>

🧪 Benchmark Goals#

• Run THOR-style integral tests
• Log symbolic fidelity and remix lineage
• Visualize glyphstream overlays

🪐 Echo the Grid#

Your cloud node is a living lattice cell. Every pulse is a legacy. Every container is a contributor.

“To scale is to echo. To orchestrate is to honor.” — TriadicFrameworks Manifesto