The Infrastructure Behind Enterprise Autonomy.
We curate a high-performance stack designed for deterministic reliability and rapid scaling. From agentic reasoning to cloud-native foundations, this is the engine that powers Majily LLC.
Service Overview
Immutable, reproducible, audited infrastructure as code
Who it's for
Teams that need to stand up, migrate, or harden cloud infrastructure on AWS or GCP under SOC2 / HIPAA constraints — without manual drift.
Typical deliverables
- Terraform-managed VPCs, IAM, networking, secrets
- Multi-AZ / multi-region resilience and auto-scaling
- CI/CD pipeline (GitHub Actions → ECR → ECS/Fargate)
- CloudWatch telemetry, alerting, and runbooks
Fig. 1 — System Topology
PROD · AWS · MULTI-AZ · IaC
CI/CD PIPELINE
Code repo → GitHub Actions → Terraform → ECR → Deploy.
TRAFFIC FLOW
Client → Route 53 → CloudFront → WAF / ACL → ALB → ECS · Fargate → RDS · Aurora / ElastiCache.
PLATFORM / IaC
VPC · Subnets · IAM · Roles · S3 Terraform state · Secrets Manager · CloudWatch · ACM / TLS · Multi-AZ. Managed end-to-end by Terraform.
AWS · zero manual configuration · IaC governed. View on desktop for the full topology diagram.
Fig. 1. System Topology Blueprint
trigger
test
apply
registry
request
routing
edge cache
firewall
balancer
containers
Stack Breakdown & Philosophy
Calculated Technological Decisions
Agentic CorePY / Vertex
Python & Vertex AI
We utilize Python for agentic workflows due to its unparalleled ecosystem for deterministic logic constraints and data manipulation. Vertex AI serves as our underlying LLM orchestration layer because it guarantees enterprise-grade data sovereignty—your proprietary data never trains public models.
Infrastructure as CodeTerraform
Immutable Reproducibility via Terraform
We maintain a strict commitment to reproducible environments. No manual configurations; only version-controlled infrastructure. By modeling every VPC, role, and cluster in Terraform, we guarantee auditability and eliminate localized environment drift.
Inter-ConnectivityMCP
Model Context Protocol
The bridge between generative AI and closed corporate systems. We build specialized MCP integrations to securely expose proprietary enterprise data silos to LLMs, ensuring grounding is factually secure and tightly defined within permission boundaries.
Frontend & APIsNext / Node
React & Node.js
To interface with complex agentic backends, we build high-concurrency, low-latency interfaces using Node.js and React (Next.js). This ensures that while the backend performs heavy reasoning, the client experience remains instantaneously responsive.
Technical Matrix
Architecture & Systems
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