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Infrastructure

Multi-cloud deployment, built for resilience.

Strategically blending AWS Serverless, Kubernetes, and Global CDN Edge Caching with zero-trust security.

Deployment

Four infrastructure pillars

Each workload is placed on the most suitable infrastructure, optimizing for cost, latency, and operational simplicity.

☁️

AWS Serverless

Lambda + DynamoDB with on-demand billing, API Gateway, Cognito User Pools, and S3 asset pipelines. Zero idle costs for variable-traffic consumer platforms.

Vastra APIsVaagai CoreS3 Assets
🐳

Kubernetes / K3s

Containerized workloads on OCI/Cloud with Nginx Ingress, KEDA auto-scaling, GPU/CPU resource constraints, and DLQ replay mechanisms.

Anvesh PodsVeloctra WorkersTharior Mesh
🌐

Global CDN Edge

Amazon CloudFront delivering sub-millisecond edge latency for static portals and React applications across global edge locations.

VaagaTech PortalVastra StoreVaagai Web
🔒

Zero-Trust Security

Private subnets without public IPs, Double Envelope key storage via KMS/Vault, SSRF-hardened egress proxies, and OIDC/PKCE authentication.

VPC PeeringM2M JWTAEAD Encryption

Tech Stack

Technologies across the ecosystem

Chosen for performance, operational maturity, and composability.

Languages & Runtimes

  • TypeScript / Node.js 24 — Anvesh, VaakLoom, Vaakly, Snapline, VaagaGraph, VaakCMS, VaakFlags, VaakWorkflow, VaakOps, Vastra frontend
  • Python 3.11+ — Veloctra, Tharior, AxiomFlow, BhumiClear
  • React 18/19 — All consumer-facing UIs and admin dashboards

Frameworks & Libraries

  • FastAPI + Polars + PyArrow — Veloctra's zero-JVM streaming core
  • Fastify — Anvesh, VaakCMS, and VaakOps HTTP layer
  • LangChain / LangGraph / RemedAI — Agentic orchestration in Tharior, BhumiClear & VaakOps

Data & Storage

  • VaagaGraph — Distributed sharded graph database for 1GB EKS pods with Tiered LRU & 50% match engine
  • DynamoDB — Serverless NoSQL for Vastra & Vaagai
  • MongoDB — Document store for Vaagai profiles
  • SQLite — Embedded telemetry in VaakLoom & AxiomFlow

Infrastructure as Code

  • AWS CDK — Vastra & Vaagai infrastructure definitions
  • Terraform — Multi-cloud Kubernetes provisioning
  • Docker / Helm — Container packaging and orchestration

Operations

Local development topology

Pre-allocated port ranges prevent conflicts when running multiple services locally.

⇄ Scroll horizontally to view full port registry
Product Port Range Primary Services
Anvesh 3100–3199 API, Indexer, Dashboard, Hub
Veloctra 8100–8199 Ingest Gateway, Stream Workers, Monitoring
VaakLoom 4100–4199 Orchestrator, Telemetry DB
Tharior 9100–9199 Agent Mesh, Knowledge Graph, UI
Vastra 3000–3099 Storefront, Admin, API
Vaagai 5100–5199 API, Astrosoft, Web, Mobile
Snapline 6100–6199 Test Runner, Hub Dashboard
VaakCMS 7100–7199 CMS API, Media Worker, Web Studio
VaakFlags 7200–7299 Evaluation Engine, SSE Daemon, Web Console
VaakWorkflow 7300–7399 State Machine Runtime, Telemetry, Web UI
VaakOps 7400–7499 DAG Orchestrator, RemedAI Gate, Visual Designer

Ready to deploy with confidence?

Talk to us about infrastructure strategy for your next project.

Contact VaagaTech