kagenti-operator

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Deploy and manage Kagenti operator, agents, and tools on Kubernetes. Handles installer, CRDs, pipelines, and demo deployments.

Ladas By Ladas schedule Updated 3/5/2026

name: kagenti:operator description: Deploy and manage Kagenti operator, agents, and tools on Kubernetes. Handles installer, CRDs, pipelines, and demo deployments.

Kagenti Operator Skill

Deploy and manage Kagenti operator, agents, and tools on Kubernetes clusters.

Context-Safe Execution (MANDATORY)

Deploy/build commands produce large output. Always redirect to files:

export LOG_DIR=/tmp/kagenti/deploy/$(basename $(git rev-parse --show-toplevel))
mkdir -p $LOG_DIR

# Pattern: redirect build/deploy output
command > $LOG_DIR/<name>.log 2>&1; echo "EXIT:$?"
# On failure: Task(subagent_type='Explore') with Grep to find errors

When to Use

  • Deploying Kagenti platform to a cluster
  • Building and deploying agents/tools
  • Running E2E tests
  • User asks "deploy kagenti", "build agent", or "run e2e tests"

Quick Deploy (Kind)

# Deploy everything to Kind cluster
./.github/scripts/kagenti-operator/30-run-installer.sh

# Wait for CRDs and apply pipeline template
./.github/scripts/kagenti-operator/41-wait-crds.sh
./.github/scripts/kagenti-operator/42-apply-pipeline-template.sh

Quick Deploy (OpenShift/HyperShift)

# Set kubeconfig for target cluster
export KUBECONFIG=~/clusters/hcp/<cluster-name>/auth/kubeconfig

# Deploy with OCP values
./.github/scripts/kagenti-operator/30-run-installer.sh --env ocp

# Wait for CRDs and apply pipeline template
./.github/scripts/kagenti-operator/41-wait-crds.sh
./.github/scripts/kagenti-operator/42-apply-pipeline-template.sh

Deploy Demo Agents

Full demo deployment workflow:

# 1. Setup team1 namespace (if not exists)
./.github/scripts/kagenti-operator/70-setup-team1-namespace.sh

# 2. Build weather tool (Tekton pipeline)
./.github/scripts/kagenti-operator/71-build-weather-tool.sh

# 3. Deploy weather tool
./.github/scripts/kagenti-operator/72-deploy-weather-tool.sh

# 4. Patch weather tool (HTTPRoute, MCP config)
./.github/scripts/kagenti-operator/73-patch-weather-tool.sh

# 5. Deploy weather agent
./.github/scripts/kagenti-operator/74-deploy-weather-agent.sh

Run E2E Tests

# Set agent URL (Kind)
export AGENT_URL="http://localhost:8000"
kubectl port-forward -n team1 svc/weather-service 8000:8000 &

# Set agent URL (OpenShift)
export AGENT_URL="https://$(oc get route -n team1 weather-service -o jsonpath='{.spec.host}')"

# Set config file
export KAGENTI_CONFIG_FILE=deployments/envs/dev_values.yaml  # Kind
export KAGENTI_CONFIG_FILE=deployments/envs/ocp_values.yaml  # OpenShift

# Run tests
./.github/scripts/kagenti-operator/90-run-e2e-tests.sh

Script Reference

Core Deployment

Script Description
30-run-installer.sh Run Ansible installer for Kagenti platform
41-wait-crds.sh Wait for Kagenti CRDs to be available
42-apply-pipeline-template.sh Apply Tekton pipeline templates

Namespace Setup

Script Description
70-setup-team1-namespace.sh Setup team1 namespace with required resources

Agent/Tool Deployment

Script Description
71-build-weather-tool.sh Build weather tool via Tekton pipeline
72-deploy-weather-tool.sh Deploy weather tool Component CR
73-patch-weather-tool.sh Patch weather tool with HTTPRoute/MCP config
74-deploy-weather-agent.sh Deploy weather agent Component CR
75-deploy-weather-tool-shipwright.sh Alternative: deploy with Shipwright

Testing

Script Description
90-run-e2e-tests.sh Run E2E test suite

Environment Variables

Installer

Variable Default Description
--env dev Environment (dev, ocp, test)
KUBECONFIG ~/.kube/config Kubernetes config

E2E Tests

Variable Default Description
AGENT_URL required Agent endpoint URL
KAGENTI_CONFIG_FILE required Values file for config
PHOENIX_URL (optional) Phoenix observability URL

Installer Options

# View all options
./.github/scripts/kagenti-operator/30-run-installer.sh --help

# Common options:
./.github/scripts/kagenti-operator/30-run-installer.sh --env dev     # Kind/local
./.github/scripts/kagenti-operator/30-run-installer.sh --env ocp     # OpenShift
./.github/scripts/kagenti-operator/30-run-installer.sh --env test    # CI testing

Debugging

Check Operator Status

# Operator pods
kubectl get pods -n kagenti-system -l app=kagenti-operator

# Operator logs
kubectl logs -n kagenti-system -l app=kagenti-operator --tail=100

# CRDs
kubectl get crd | grep kagenti

Check Agent/Tool Status

# All components
kubectl get components -A

# Shipwright builds
kubectl get builds -A
kubectl get buildruns -A

# Deployments
kubectl get deployments -n team1

Check Shipwright/Tekton Pipelines

# Pipeline runs
kubectl get pipelineruns -n team1

# Task runs
kubectl get taskruns -n team1

# Pipeline logs
tkn pipelinerun logs -n team1 <pipeline-run-name>

Check Routes/Ingress

# Kind (HTTPRoutes)
kubectl get httproutes -A

# OpenShift (Routes)
oc get routes -A

Troubleshooting

Installer Fails

# Check Ansible logs
# (Logs are output during run)

# Check namespace
kubectl get ns kagenti-system

# Check pods
kubectl get pods -n kagenti-system

CRDs Not Available

# Check CRD installation
kubectl get crd | grep kagenti

# Re-run wait script
./.github/scripts/kagenti-operator/41-wait-crds.sh

Build Fails

# Check Tekton pipeline run
kubectl get pipelineruns -n team1

# View pipeline logs
kubectl logs -n team1 -l tekton.dev/pipelineRun=<run-name>

# Check Tekton controller
kubectl logs -n tekton-pipelines deployment/tekton-pipelines-controller --tail=100

Agent Not Responding

# Check pod status
kubectl get pods -n team1 -l app=weather-service

# View agent logs
kubectl logs -n team1 deployment/weather-service --tail=100

# Check service
kubectl get svc -n team1 weather-service

# Test connectivity
kubectl port-forward -n team1 svc/weather-service 8000:8000
curl http://localhost:8000/.well-known/agent.json

Related Skills

  • kind:cluster: Manage Kind clusters
  • hypershift:cluster: Manage HyperShift clusters
  • k8s:pods: Debug pod issues
  • k8s:logs: Query logs

Related Documentation

  • deployments/ansible/README.md - Ansible deployment guide
  • docs/install.md - Installation guide
  • docs/components.md - Component details
Install via CLI
npx skills add https://github.com/Ladas/kagenti --skill kagenti-operator
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