We build quiet infrastructure for systems that have to keep running.

DevOps, AI tooling, ML training, and cloud operations for federal and commercial teams. Small senior squad. Production-grade work.

What we deliver → Start a conversation
●DevSecOps●AWS / Azure / GCP●Kubernetes · ECS · EKS●Terraform · Terragrunt●CI/CD Pipelines●AI/ML Platforms●SRE · Observability●FedRAMP · CMMC●Cloud Cost Optimization●Zero-downtime Migrations ●DevSecOps●AWS / Azure / GCP●Kubernetes · ECS · EKS●Terraform · Terragrunt●CI/CD Pipelines●AI/ML Platforms●SRE · Observability●FedRAMP · CMMC●Cloud Cost Optimization●Zero-downtime Migrations
/ capabilities

Infrastructure first. Everything else stacks on top.

Best-in-class infrastructure is the foundation. AI, data, and compliance layers are built on a platform that already runs cleanly.

foundation
01

Infrastructure & Platform

Multi-account cloud orgs. Terraform from day one. Container platforms, networking, identity. Blue/green, canary, pipelines with rollback.

stack
  • Terraform · Terragrunt · CloudFormation
  • EKS · ECS Fargate · AKS · GKE
  • ALB · NLB · CloudFront · Route53 · ACM
  • GitLab CI · GitHub Actions · CodePipeline
  • AWS Organizations · SCPs · Control Tower
on top
02

AI Tooling, Apps & MCP

Internal copilots, RAG, document intelligence. MCP servers for tool-use and agents. LLM gateways so swapping models doesn't break the app.

stack
  • Bedrock · Azure OpenAI · OpenAI · on-prem
  • MCP servers · agent orchestration
  • LangChain · LlamaIndex · pgvector · Pinecone
  • RAG · fine-tuning · eval pipelines
  • Prompt patterns · AI-assisted dev workflows
on top
03

Data & ML Pipelines

S3, lake formation, vector stores. Embedding pipelines with versioning. Streaming with Kafka, Kinesis, EventBridge. CDC when it actually matters.

stack
  • S3 · Lake Formation · Glue · Athena
  • Kafka · Kinesis · EventBridge · Pub/Sub
  • Postgres · DynamoDB · Redis · vector DBs
  • CDC patterns · data versioning
  • SageMaker · Bedrock · custom inference
around it
04

Observability & SRE

OpenTelemetry across the stack. SLOs that mean something. Runbooks that get used when it matters. Post-mortems that don't blame people.

stack
  • OpenTelemetry · Prometheus · Grafana
  • CloudWatch · X-Ray · distributed tracing
  • SLOs · error budgets · burn-rate alerts
  • Incident response · post-mortems
  • Chaos engineering when warranted
around it
05

LLM Access & Guardrails

LLM access behind a real gateway. BYOK, tenant isolation, audit logs. Prompt-injection defense beyond regex. Eval pipelines that catch model-swap regressions.

stack
  • Bedrock · Azure OpenAI gateways
  • BYOK · tenant isolation · audit logs
  • Prompt-injection defense · PII redaction
  • Eval pipelines · regression tests
  • Output validation · jailbreak mitigation
around it
06

Compliance & Guardrails

FedRAMP-adjacent. ATO documentation that passes review. SBOMs, supply chain hardening, secret scanning. Ship fast without slowing down.

stack
  • FedRAMP-adjacent · ATO docs
  • SAST · DAST · SCA · container scanning
  • SBOM · supply chain hardening
  • IAM least-privilege · SCPs · guardrails
  • CVE/CWE remediation · secret scanning
/ operating experience

Things we've shipped, broken, and fixed.

Platform, deployment, AI systems, guardrails, and the unglamorous details that keep production systems dependable.

See the field notes →
/ numbers

Some receipts.

1,500+
commits shipped in 16 months
500+
containers orchestrated
200+
cloud accounts stood up
79
projects delivered