building ai agents with complex memory and long-running context. backend systems, vector databases, training diffusion models, and generative ai pipelines. mostly python, fastapi, and pydantic ai.

writing about ai engineering, homelabs, and tinkering on [cobanov.dev](https://cobanov.dev).

### // interests

ai agents · agent memory · backend systems · vector databases · local llm serving · diffusion models · generative art