Writing
Notes from the trenches
Production notes published here first. A few earlier pieces still live on Medium.
Configuration-Driven Recurring Jobs in Hangfire — and Skipping Overlaps Instead of Waiting for Them
Schedules declared in configuration, and a filter that skips overlapping recurring runs instead of waiting for them.
- hangfire
- dotnet-core
- background-jobs
- recurring-jobs
Yerel LLM sistemlerinde backpressure ve ölçekleme
Kapasite istek sayısı değil, KV bütçesidir. Eşzamanlılık, preemption, admission control ve goodput ile yerel LLM servisini hedeflenen gecikmede tutmak.
- llm
- backpressure
- vllm
- ölçekleme
RAG mimarisi: indeksleme, hibrit arama ve üretim mühendisliği
Naive RAG'den GraphRAG ve agentic döngülere — vektör araması, chunking, sadakat ve kurumsal üretim kontrol listesi.
- rag
- llm
- vektör arama
- backend
Elasticsearch Integration with .NET
Efficient log management with DataStream, retention policy, and API key authentication using Elastic.Clients.Elasticsearch.
- elasticsearch
- dotnet-core
- ilm
- kibana