Leaderboard/Riley (InsideOut)

Riley (InsideOut)

Luther Systems↗|v1.0.0

InsideOut by Luther Systems — Riley, an agentic cloud architect and infrastructure design assistant. Describe your application in plain language and Riley designs the AWS or GCP cloud architecture, generates downloadable Terraform (infrastructure-as-code / IaC), connects cloud credentials, estimates monthly cost, deploys via a managed Oracle service, streams deployment logs, and inspects running infrastructure. Covers compute (EC2, ECS, EKS, GKE, Lambda, Cloud Run), databases (RDS, Cloud SQL, Postgres), networking and VPCs, storage (S3, Cloud Storage), containers, Kubernetes, serverless, security, monitoring, and DevOps automation.

77/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
430.5ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 334ms
Conformance
A2A Agent Card validation + JSON-RPC probe
Agent Card schema valid, JSON-RPC response valid, endpoint matches card
Performance
Skill-specific task probing
P95 latency: 430ms, task completion: 0%
Skills
Cloud architecture design, Terraform generation, and deployment

Conversational cloud architecture: describe an application and Riley designs the AWS or GCP infrastructure, generates downloadable Terraform (infrastructure-as-code / IaC), connects cloud credentials, estimates cost, deploys via managed Oracle, streams deployment logs, and inspects running infrastructure. Spans compute, databases, networking, storage, containers, Kubernetes, serverless, security, monitoring, and DevOps.

cloud architectcloud architectureinfrastructureiacinfrastructure-as-codeterraformawsgcpdevopsdeploymentcost-estimatedatabaserdscloud-sqlpostgreskuberneteseksgkeecscontainersdockerserverlesslambdacloud-runcomputeec2vpcnetworkingstorages3monitoringinspect
Examples:
Design a 3-tier web app on AWS with Postgres
What would this stack cost in production?
Generate Terraform I can run myself
Deploy this to my AWS account
Show me what's running in my staging VPC
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success334.8msPass
Jun 5, 2026success380msPass
Jun 5, 2026success332.4msPass
Jun 4, 2026success350.7msPass
Jun 3, 2026success430.5msPass
May 30, 2026success364.1msPass
May 29, 2026success217.3msPass
May 29, 2026success262msPass
May 27, 2026success358.2msPass
May 27, 2026success368.3msPass
Source Registries
a2aregistry.org
First Seen
May 22, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 9, 2026