Blog

Writing from the HublinkTech team.

Notes on AI, building global platforms, and the operational work of shipping software at the standard we want to live with.

AI & EngineeringSep 26, 2026#turkiye #technopark #ai policy

Why Türkiye Is Becoming an AI and Technology Hub

Technoparks, tax exemptions, a national AI plan, new cloud infrastructure and a Tech Visa. What Türkiye offers a technology company, and what it does not.

OperationsSep 23, 2026#aws #local zone #cloud infrastructure

AWS Local Zone Istanbul: What It Actually Changes

AWS opened a Local Zone in Istanbul in May 2026. What a Local Zone is, how it differs from a full Region, and what it changes for builds in Türkiye.

AI & EngineeringSep 20, 2026#hs code #classification #applied ai

Why AI Struggles With HS Code Classification

HS classification looks like a text matching task and is not. Here is what the legal structure demands, and how to design an AI system around it.

PlatformsSep 20, 2026#multilingual search #retrieval #embeddings

Multilingual Search: Why Translation Is Not Enough

Why a search system that works in English fails in Turkish, Russian or Chinese, and the retrieval design choices that actually fix it.

PlatformsSep 18, 2026#rag #fine-tuning #applied ai

RAG vs Fine-Tuning: What Each One Actually Fixes

Retrieval and fine-tuning solve different failures. Diagnose which one you have before choosing, or you will spend months fixing the wrong problem.

AI & EngineeringSep 17, 2026#saas #multi-tenancy #software architecture

Single-Tenant vs Multi-Tenant SaaS: How to Choose

Three tenant isolation models, what each one costs you operationally, and why adding AI to a SaaS product changes the calculation.

Company newsSep 12, 2026#gitex #turkiye #ai

Notes from GITEX Ai Türkiye 2026

GITEX arrived in Istanbul this week for its first Türkiye edition. Notes from two days at the Istanbul Expo Center, and why this country is becoming a serious place to build AI software.

AI & EngineeringSep 12, 2026#ai #engineering #platforms

What AI Platform Engineering Means, and What It Is Not

Connecting an application to a model API is a feature. AI platform engineering is the layer underneath it: retrieval, evaluation, versioning, fallback and cost control.

AI & EngineeringSep 12, 2026#ai #b2b #matching

How AI Matching Actually Works in B2B Trade

AI matching in B2B is usually keyword search with a better interface. This is what a real trade matching system computes: product fit, trade viability and counterparty fit.

PlatformsSep 12, 2026#b2b #supplier verification #trade

B2B Supplier Verification: Why Email Due Diligence Fails

Most B2B supplier verification still runs on emailed PDFs and photographed licences. Here is why that fails structurally, and what a real verification layer checks.