Engineering Paradigm & Business Impact
We plan and execute complex cloud migrations for applications and multi-terabyte databases with rigorous rollback plans and zero business disruption.
Technology Toolchain
What We Deliver in Production
Cloud Migration Strategy & TCO Assessment
Comprehensive total cost of ownership (TCO) analysis and phased migration planning (Rehost, Replatform, Refactor).
Zero-Downtime Database Migration
Live continuous database replication using AWS DMS or GoldenGate with near-zero cutover windows.
Containerization & Cloud-Native Refactoring
Modernizing legacy monoliths into scalable, containerized microservices running on EKS, GKE, or ECS.
Cutover Planning & Post-Migration SRE Support
Dry-run rehearsals, traffic shifting, and 24/7 hypercare support during live go-live.
Our 4-Stage Engagement Process
Workload & Dependency Discovery
We audit server inventory, database sizes, I/O performance, and network traffic dependencies.
Target Cloud Architecture & Landing Zone
We build the target VPCs, security boundaries, and high-availability database clusters in Terraform.
Continuous Data Replication & Staging Sync
We initialize background replication streams and execute full end-to-end integration tests in staging.
Live Production Cutover & Validation
We shift live traffic with DNS weighted records, verify database consistency, and monitor telemetry.
Visabridge.ai
Cross-account database migration with strict uptime requirements, multi-AZ VPC architecture, ALB, and zero data loss.
DeepSeek-R1 & V3 in Production: Multi-Head Latent Attention (MLA), FlashMLA & vLLM Kubernetes Deployments
The definitive architectural guide to self-hosting DeepSeek-R1 and V3 at scale: compressing KV cache via MLA, optimizing FlashMLA GPU kernels, native FP8 quantization, and orchestrating vLLM clusters on Kubernetes with KubeRay.
Frequently Asked Questions
How do you prevent data loss during database migrations?
We use continuous Change Data Capture (CDC) replication that stays in active sync until the exact moment of cutover, ensuring zero data divergence.

