Web services & APIs
Low-latency, high-throughput services your team can own.
Deliver solutions that scale.
We design, build, and run reliable cloud systems — from high-throughput web services to complex, cloud-native integrations.
Experience delivering services handling billions of requests daily for S&P 500 companies.
Ex-Adobe (Target & AJO), JVM & distributed systems.
- Low-latency / High-throughput
- Reliability / SLOs
- Distributed systems
- CI/CD
- Cloud-native
- IaC
What we do
Senior engineers focused on outcomes: latency, throughput, reliability, and cost.
Distributed systems
Design for scale: partitioning, streaming, consistency.
Cloud-native integrations
Event-driven, resilient workflows across AWS.
CI/CD & DevEx
Paved roads: fast, repeatable releases, trunk-based flow.
IaC & platform
Terraform/K8s foundations with guardrails, not gates.
Cloud migrations
Plan, cutover, stabilize — with cost and risk under control.
Reliability baked in: observability, SLOs, chaos drills, and incident readiness.
Expertise: We use the right tool for the job.
Kotlin Java Spring Boot WebFlux Kafka Kinesis Redis PostgreSQL AWS (EKS/ECS/Lambda/API GW/DynamoDB/S3) Kubernetes • Helm • Kustomize Terraform GitHub Actions Rust (exploratory)
Selected results
Problem → approach → measurable outcome. Client names omitted.
Personalization platform
Optimized critical hot paths and async I/O.
P95 latency ↓ 37%, throughput 3× at steady cost.
Event pipeline reliability
Streamlined backpressure & retries, added SLOs/alerts.
From weekly incidents to 99.95% SLO with zero-downtime deploys.
AWS migration
Containerized, IaC, traffic-shaped cutover plan.
6-week cutover, 0 data loss, cost visibility.
How we work
1) Discover
We map goals, SLAs/SLOs, constraints, and critical paths.
2) Design
Lean, reviewable design docs; right-sized architecture.
3) Deliver
Trunk-based flow, CI/CD, infra as code, observability from day one.
4) Run
Hand-off or shared ops: playbooks, alerts, on-call readiness.
About the team
AG Systems is a small team of senior engineers with a shared background in building distributed systems at scale. Many of us spent years at Adobe working on Target and Adobe Journey Optimizer—some since Target’s early days. We’ve designed and operated high-performance, low-latency services handling billions of daily requests. Beyond hands-on delivery, we bring strong software architecture expertise (JVM: Kotlin/Java, Spring WebFlux), Kubernetes/AWS/DevOps, and reliability engineering, while exploring Rust for high-efficiency components.
Let’s talk
Have a project or platform challenge? Tell us about the outcomes you need.