Examples

Monitoring Platform

Built an intelligent SBOM compliance system that orchestrates multiple security tools

Challenge

Manual SBOM reviews consuming 40 hours weekly for SOC2 compliance requirements

Approach

We deployed Station agents that intelligently orchestrate Trivy MCP, Syft MCP, Datadog API, and Jira tools into a unified compliance workflow. The system runs entirely on-premise, deciding which tools to engage based on package criticality.

Implementation

• Combined 5 MCPs into a single intelligent agent that makes routing decisions
• Built custom risk scoring algorithm integrated with internal npm registry
• Implemented parallel scanning across multiple tools for 85% speed improvement
• Agent learns from scan patterns to optimize tool selection

Technology Stack

E-commerce Platform

Created an autonomous incident response system for Black Friday traffic

Challenge

Lost $50K in revenue during Black Friday due to 3-hour downtime without proper incident response

Approach

Built from scratch using Station, our intelligent agent coordinates PagerDuty MCP, Slack MCP, Shopify APIs, and custom monitoring tools. The agent autonomously decides response strategies based on incident type and severity.

Implementation

• Agent orchestrates 7 different tools with intelligent routing logic
• Severity-based tool engagement with automatic escalation paths
• Combined external MCPs with proprietary monitoring systems
• Learning system that improves response patterns from each incident

Technology Stack

Financial Services

Migrated 200 microservices to Kubernetes while maintaining PCI-DSS compliance

Challenge

Needed to migrate 200 microservices from ECS to Kubernetes with zero downtime for financial compliance

Approach

Station agents orchestrate Kubernetes MCP, Terraform MCP, Vault tools, and compliance APIs. The agent intelligently sequences migration steps, making real-time rollback decisions based on service dependencies.

Implementation

• Agent coordinates 8 tools including K8s MCP, Terraform MCP, and Vault
• Intelligent dependency mapping for migration sequencing
• Hybrid approach combining CloudShip MCPs with HashiCorp tools
• Real-time rollback decisions based on multi-tool telemetry

Technology Stack

JavaScript Framework

Built a community health dashboard for 50K+ star project

Challenge

No unified visibility into GitHub issues, PR velocity, and npm downloads across the ecosystem

Approach

Station agent orchestrates GitHub MCP, npm API tools, Discord MCP, and Grafana. The system intelligently aggregates data from multiple sources, providing real-time community insights.

Implementation

• Multi-source data aggregation with intelligent caching
• Automated contributor recognition and engagement tracking
• Ecosystem health scoring algorithm combining 12 metrics
• Real-time Discord notifications for community events

Technology Stack

Digital Agency

Multi-tenant cost optimization across 50+ client AWS accounts

Challenge

Managing AWS costs for 50+ clients with different budgets, discovering overruns only after monthly billing

Approach

Multi-tenant Station agents orchestrate AWS Cost Explorer MCP, CloudWatch MCP, and custom billing tools. Each agent intelligently manages multiple client accounts with isolated cost tracking.

Implementation

• Client-specific cost allocation with automated tagging
• Predictive alerts at 80% budget consumption
• Project profitability dashboard with margin analysis
• Harvest API integration for accurate billing reconciliation

Technology Stack

Healthcare SaaS

Automated HIPAA compliance for infrastructure as code

Challenge

Failed HIPAA audit due to inconsistent Terraform configurations across environments

Approach

Station compliance agent orchestrates Terraform MCP, OPA tools, and 47 custom policy validators. The agent intelligently routes validation based on resource type and compliance requirements.

Implementation

• Integration of 47 HIPAA-specific policy validators
• Automatic encryption validation for all storage resources
• Immutable audit trail with automated reporting
• ServiceNow integration for change management workflows

Technology Stack