Most teams overpay for cloud they don't understand.
We design, deploy, and operate cloud-native infrastructure across edge, AI fintech, and blockchain ecosystems. For the Clust GPU cloud platform we architected the Cloudflare-native edge end-to-end — Workers, Zero Trust networking, DDoS protection, DNS routing, load balancing — sitting in front of high-throughput GPU compute. For the Microvest AI Bitcoin investment platform we engineered the cloud and security posture supporting the custodian system and transaction infrastructure. And we ran the production Kubernetes on AWS and GCP that powered the ICICB-managed Atari blockchain ecosystem and ICICB direct — wallet backends, portal systems, blockchain nodes. Our engineers don't write infrastructure-as-code as a deliverable. They write it because they're going to maintain it themselves.
The patterns we see kill projects before they ship.
“Your AWS bill went up 40% this quarter. Nobody can tell you why.”
Cost overruns are almost never caused by the line item the dashboard highlights. They come from architecture choices made months earlier — egress patterns, idle clusters, over-provisioned instances, forgotten snapshots.
“Your cluster runs fine until traffic doubles. Then it doesn't.”
Most Kubernetes setups are tuned for the staging load profile. Real traffic exposes pod scheduling fights, HPA lag, ingress saturation, and DNS bottlenecks the moment numbers move past dev.
“Your deployments take 4 hours. Your competitor ships in 4 minutes.”
The slow-deploy organization is a symptom, not the disease. Underneath it is usually a missing GitOps loop, an opaque secret-management layer, and a CI pipeline that nobody actually owns.
How we engage, scope, and ship.
Cloud Audit
We map your current AWS / GCP / Cloudflare footprint, identify the cost and reliability hotspots, and produce a written report with prioritized fixes.
Architecture Plan
We design the target state — clusters, namespaces, networking, observability, secrets, deploy pipelines — in a doc you can hand to anyone.
Implementation
IaC-first build (Terraform, Helm, ArgoCD or Flux). Migration runbook, blue/green or canary cutover, zero-downtime by default.
Operate
SRE retainer, on-call rotation, runbook curation, post-incident reviews. We keep the systems we build live.
The full stack for this lane — engineered to live in production.
Kubernetes & Containers
- Multi-cluster Kubernetes on AWS EKS and GCP GKE
- Custom controllers, operators, and CRDs
- Service mesh (Istio, Linkerd) when justified
- Helm chart authoring and Kustomize layering
- Stateful workloads, StorageClasses, CSI drivers
Edge Infrastructure (Cloudflare)
- Cloudflare Workers for edge compute at scale
- Zero Trust networking and access policies
- DDoS protection and WAF rule engineering
- DNS routing and load balancing
- Cloudflare R2, D1, KV for edge data
GitOps, CI/CD & Delivery
- GitOps pipelines with ArgoCD or Flux
- GitHub Actions / GitLab CI / Buildkite
- Image signing, SBOM generation, supply-chain hardening
- Progressive delivery (canary, blue/green, feature flags)
- Secret management with Vault, External Secrets Operator
Observability & FinOps
- Prometheus, Grafana, OpenTelemetry full stack
- Distributed tracing (Tempo, Jaeger)
- Log pipelines (Loki, ELK, Datadog)
- FinOps audits with concrete cut-the-bill recommendations
- SLO-based alerting and error budgets
Production cloud and edge infrastructure across GPU compute, AI fintech, and blockchain ecosystems — anchors of more than a decade of delivery.
Clust GPU cloud platform. Cloudflare-native edge architecture engineered end-to-end — Workers, Zero Trust networking, DDoS protection, DNS routing, load balancing — sitting in front of high-throughput GPU compute and the data infrastructure layer.
Microvest AI Bitcoin investment platform. Production cloud and security architecture supporting the custodian system and BTC transaction infrastructure — IAM boundaries, secret management, audit-grade deploy provenance for a regulated fintech context.
ICICB-managed Atari blockchain ecosystem and ICICB direct. Production Kubernetes on AWS and GCP — wallet backends, portal systems, blockchain nodes (including the ICICB Private Chain validator infrastructure: private EVM, 8–16 nodes, public-facing block explorer).
These are systems carrying real users and real workloads. Not slide-deck capability — shipped, monitored, and maintained.
- Cloudflare-native edge for the Clust GPU cloud platform — Workers, Zero Trust, DDoS, DNS routing, load balancing engineered end-to-end.
- Microvest cloud and security architecture — IAM boundaries, secret management, and audit-grade deploy provenance for a regulated AI Bitcoin investment platform.
- Production K8s on AWS and GCP for the ICICB-managed Atari ecosystem — wallet backends, portal, smart-contract infrastructure.
- K8s + private chain node ops for ICICB direct — Wallet, Portal, and the ICICB Private Chain (private EVM, 8–16 nodes, public-facing block explorer).
- Multi-cluster operations, GitOps deploy pipelines, SLO-driven monitoring across the whole stack.
- FinOps audits identifying real, addressable line-item cost — not generic best-practice slideware.
Three ways to bring AlgoCoder into your build.
Cloud Audit (Fixed Fee)
Two-week deep audit producing a written report with prioritized fixes, projected savings, and an architecture plan. Best as a first engagement.
Project-Based
Migration, platform build, or specific workload modernization. Defined scope and timeline, fixed price.
SRE Retainer
Monthly retainer covering on-call coverage, incident response, runbook curation, and ongoing platform work. Best for production systems that need to stay up.