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Stories from the IT World

Embeddings and Vector DBs: Refreshing SME Document Search

Embeddings and vector databases — moving SME document search to semantic retrieval, RAG architecture, and an implementation guide.

SerdarMay 11, 20268 min read

A practical guide to IT asset lifecycle management for SMEs — procurement, deployment, operations, refresh, and KVKK-compliant secure disposal.

Serdar9 minMay 11, 2026

A 15-step Linux hardening checklist for SMEs — SSH security, firewall, user management, logging, and regular updates.

Serdar8 minMay 11, 2026

What IPv6 is, when an SME should make the move, dual-stack architecture, and a practical preparation guide.

Serdar8 minMay 10, 2026

What Microsoft Intune is, how to roll it out at SME scale — device enrolment, compliance policies, app distribution, and practical scenarios.

Serdar8 minMay 10, 2026

Strategies to bring an SME cloud bill down — cost control in Azure and AWS, cleaning up idle resources, and reserved-capacity decisions.

Serdar8 minMay 10, 2026

A corporate AI-policy guide for SMEs — using ChatGPT, Microsoft Copilot, and Claude responsibly, KVKK alignment, and employee rules.

Serdar9 minMay 10, 2026

An annual Active Directory health check — replication, FSMO roles, GPO, user/group audit, schema health, and an SME maintenance checklist.

Serdar8 minMay 10, 2026

iSCSI and SAN basics — centralised storage architecture, performance evaluation, and cost analysis for the SME server room.

Serdar8 minMay 10, 2026

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