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Uğur Kaval

AI/ML Engineer & Full Stack Developer building innovative solutions with modern technologies.

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#Infrastructure

2 articles tagged with this topic.

Vector Database Comparison: Pinecone vs Weaviate vs Qdrant for Real Workloads
AI/ML

Vector Database Comparison: Pinecone vs Weaviate vs Qdrant for Real Workloads

I spent 48 hours debugging a production latency spike in our recommendation engine because our vector database couldn't handle a write-heavy surge. Here is the 2026 guide to choosing between Pinecone, Weaviate, and Qdrant based on actual performance data and architectural trade-offs.

April 18, 20266 min read
The Edge is No Longer Optional: Architecting with Vercel and Cloudflare in 2026
Web Development

The Edge is No Longer Optional: Architecting with Vercel and Cloudflare in 2026

Most 'Edge' guides are marketing fluff. After migrating three production platforms to Vercel Edge Functions and Cloudflare Workers, I’ve documented the specific performance gains, the architectural shifts, and the cold-start traps you need to avoid.

March 31, 20265 min read