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Rockship
SolutionsHow It WorksCase StudiesWhy UsAboutBlogStart an AI Pilot

Blog

Technical articles about AI solutions, infrastructure as code, and cloud development.

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How Rockship Optimizes AWS Cloud Cost: A Production-Grade FinOps Playbook

January 24, 2026

Cost optimization is a system—visibility, guardrails, and engineering loops that compound over time.

cloud-cost-optimizationfinopsawsgovernance

Observability Tooling: How to Build a Production-Grade Stack That Actually Reduces Incidents

January 24, 2026

Observability reduces incidents only when it changes how teams instrument, alert, and respond.

platform-engineeringobservabilitymonitoringsre

Comparing AI Frameworks for Document Extraction: A Practical Decision Guide

January 24, 2026

A production-first guide to choosing OCR, LLM, VLM, or hybrid document extraction based on accuracy, cost, and auditability.

document-extractionai-architectureocrenterprise-ai

A Production Workflow for Building Image Object Detection Models

January 23, 2026

Most object detection failures are workflow failures—here’s the production system that prevents them.

mlopsobject-detectioncomputer-vision

Optimize GPU Usage: Practical Techniques to Reduce Cost and Improve Throughput in Production AI Systems

January 23, 2026

Cut GPU cost and boost throughput in production—by fixing the real bottleneck, not the GPU.

performancemlopsai-infrastructurefinops

Building Open-Source AI Infrastructure: From Pain to Production

January 23, 2026

A practical guide to building open-source AI infrastructure that survives production—not demos.

open-sourcemlopsproduction-aiai-infrastructure

Spec-Driven Development: The Missing Contract Behind Production-Grade AI

January 23, 2026

Spec-driven development turns AI from demos into production-grade systems—with enforceable evaluation and guardrails.

mlopsproduction-aillmreliabilityevaluation
Rockship

Enterprise AI systems, built for real-world operations.

hans.dang@rockship.co+84 865791311

Company

  • About Us
  • Case Studies
  • Contact
© 2026 Rockship AI. All rights reserved.
Privacy PolicyTerms of ServiceCookie Policy