ScaleCloud Resource Center

Technical Articles

Timely analysis, tutorials, and opinion from ScaleCloud architects on the cloud and AI landscape.

10 resources

Cloud Security Incident Response Checklist

A time-boxed checklist for the first 60 minutes after a suspected incident is detected, covering isolation of affected resources, snapshotting for forensic evidence, and…

RAG Architecture Patterns: Choosing the Right Retrieval Strategy for Enterprise Data

Pure vector similarity search retrieves semantically similar chunks, but similarity isn't the same as relevance — a chunk can be topically similar to a…

RAG Architecture Decision Checklist

A single-page checklist walking through five key decisions with the tradeoffs for each option listed alongside it, so teams can make an informed choice…

Zero Trust Isn’t a Product You Buy — Notes from the Field

Strong identity verification for every request, regardless of network location; micro-segmentation so a compromised workload can't move laterally; and continuous verification rathe

Live Webinar: Zero Trust Architecture for Regulated Industries

Identity-first Zero Trust adoption sequencing, the reverse-proxy pattern for legacy application integration, and how to structure access logs for compliance evidence.

Live Webinar: Building a Landing Zone That Scales Across Regions

Compartment/account hierarchy design, identity federation patterns, and the network topology decisions that are expensive to change after the fact — with time reserved at…

Tutorial: Building a Basic RAG Pipeline with LangChain

Document chunking and embedding, setting up a vector store, and wiring a retrieval chain to a language model with source citation included in the…

Deploying a Production-Ready RAG System: An Implementation Guide

Use structure-aware chunking (respecting headings, tables, and document sections) rather than fixed-length character chunking, which materially improves retrieval quality on struct