
Building software with AI agents
A practical framing for using coding agents without giving up architecture, review or accountability.

Ahmet Selcuk Ozyurt
Software architect focused on AI-augmented engineering, full-stack product development and cloud delivery.
Selected portfolio
Designing agentic engineering workflows where AI agents, engineers, review, testing and delivery work together.
Frontend architecture, micro-frontends, design systems, .NET services, AWS, Kubernetes and CI/CD for a multi-tenant tax platform.
Building scalable, secure and maintainable systems for banking, fintech and SaaS platforms.
Projects and experiments
A local multi-agent delivery board that routes work through PM, Worker, Reviewer and Human approval roles with visible costs and audit trails.
A family-focused video experience candidate, intended to be safer and more deliberate than generic video feeds.
A trading-product experiment candidate connected to HalalAim and AI-assisted product delivery.
Experiments around local models, coding agents, MCP integrations and developer workflows.
From the archive
A practical framing for using coding agents without giving up architecture, review or accountability.
Notes on where local models fit into an AI-assisted engineering workflow.
Why AI-assisted engineering should raise the bar for review, testing and system design.
Latest writing

A practical framing for using coding agents without giving up architecture, review or accountability.

Notes on where local models fit into an AI-assisted engineering workflow.

Why AI-assisted engineering should raise the bar for review, testing and system design.

.Net Core bu aralar favorim, iş yerimde de, şahsi projelerimde de bu teknoloji üzerine gidiyorum. Ve daha önce de belirttiğim gibi bu blog u .Net Core ile sevgili Gareth Elms abimizin yazdığı orijinal repository üzerine irili ufaklı bir çok özellik ekleyerek yazıyorum. Adım adım gelişmesini görmek, hem öğrenmek hem içerik üretmek çok hoşuma gidiyor.

Bu yılın ilk önemli haberi bazılarının Dark Side Of The Power dedikleri Microsoft'tan geldi. Bense tam tersini düşünüyorum, diğer alternatifleri kullanıp da sonradan Microsoft ortamına geri döndüğümde kotu çıkarıp pijama giymiş gibi oluyorum. Her görüşe saygım var elbet, sonuçta herkesin giydiğine kimse karışamaz.