Software Engineer — Backend, Cloud, AI. Articles, events, and achievements.https://karakose.me/enhttps://mehmetkarakose.medium.com/token-ekonomisi-c4378c6d6d6bhttps://mehmetkarakose.medium.com/token-ekonomisi-c4378c6d6d6bWhy teams that ignore AI costs in 2026 risk repeating the cloud billing mistakes of the 2010s — a framework for token economics, prompt discipline, and FinOps for LLMs.Thu, 16 Apr 2026 00:00:00 GMTaillmfinopstech-strategyhttps://medium.com/@mehmetkarakose/bankac%C4%B1l%C4%B1%C4%9F%C4%B1n-gelece%C4%9Fi-gemma-3n-ve-apple-foundation-models-ile-on-device-ai-d%C3%B6nemihttps://medium.com/@mehmetkarakose/bankac%C4%B1l%C4%B1%C4%9F%C4%B1n-gelece%C4%9Fi-gemma-3n-ve-apple-foundation-models-ile-on-device-ai-d%C3%B6nemiHow on-device AI models will transform banking with faster, private, and personalized financial experiences.Fri, 27 Jun 2025 00:00:00 GMTaibankingon-device-aiapplegemmahttps://medium.com/@mehmetkarakose/yeni-ba%C5%9Flayanlar-i%CC%87%C3%A7in-gen-ai-terimlerihttps://medium.com/@mehmetkarakose/yeni-ba%C5%9Flayanlar-i%CC%87%C3%A7in-gen-ai-terimleriA beginner-friendly glossary of generative AI terminology including LLMs, RAG, fine-tuning, and more.Wed, 21 May 2025 00:00:00 GMTaigenerative-aibeginnershttps://medium.com/@mehmetkarakose/ai-powered-java-backend-developer-roadmaphttps://medium.com/@mehmetkarakose/ai-powered-java-backend-developer-roadmapA comprehensive learning path integrating AI tools throughout backend development education.Thu, 10 Apr 2025 00:00:00 GMTjavabackendspring-bootairoadmaphttps://medium.com/@mehmetkarakose/say%C4%B1sal-veriler-ile-devfest24-i%CC%87zmire-kimler-geliyorhttps://medium.com/@mehmetkarakose/say%C4%B1sal-veriler-ile-devfest24-i%CC%87zmire-kimler-geliyorStatistical analysis of DevFest'24 Izmir attendee demographics and event insights.Wed, 27 Nov 2024 00:00:00 GMTdevfestgdgcommunityizmirhttps://medium.com/@mehmetkarakose/message-queues-vs-event-streaming-platforms-a-comparisonhttps://medium.com/@mehmetkarakose/message-queues-vs-event-streaming-platforms-a-comparisonComparing RabbitMQ, SQS with Kafka and Kinesis — processing models, scalability, and use cases.Wed, 10 Apr 2024 00:00:00 GMTkafkarabbitmqsystem-designbackendhttps://medium.com/@mehmetkarakose/design-an-exchange-rate-for-two-currencieshttps://medium.com/@mehmetkarakose/design-an-exchange-rate-for-two-currenciesA highly available currency conversion system handling 1000 req/s with circuit breaker and caching.Tue, 20 Feb 2024 00:00:00 GMTsystem-designbackendarchitecturehttps://medium.com/@mehmetkarakose/devfest23-izmir-recap-from-an-organizer-perspectivehttps://medium.com/@mehmetkarakose/devfest23-izmir-recap-from-an-organizer-perspectiveBehind the scenes of DevFest'23 Izmir with 2500+ participants and 40+ speakers.Sun, 14 Jan 2024 00:00:00 GMTdevfestgdgcommunityizmirhttps://medium.com/@mehmetkarakose/yaz%C4%B1l%C4%B1m-geli%C5%9Ftirmede-etkili-yakla%C5%9F%C4%B1mlar-klasik-ve-modern-deployment-stratejilerihttps://medium.com/@mehmetkarakose/yaz%C4%B1l%C4%B1m-geli%C5%9Ftirmede-etkili-yakla%C5%9F%C4%B1mlar-klasik-ve-modern-deployment-stratejileriFrom blue/green and rolling deployments to canary releases and A/B testing strategies.Sun, 14 Jan 2024 00:00:00 GMTdevopsdeploymentbackendhttps://medium.com/@mehmetkarakose/gitex-dubai-gittim-g%C3%B6rd%C3%BCmhttps://medium.com/@mehmetkarakose/gitex-dubai-gittim-g%C3%B6rd%C3%BCmPersonal account of attending GITEX Dubai — innovations, sessions, and key takeaways.Wed, 25 Oct 2023 00:00:00 GMTgitexdubaitechconference