Karol Roszak — Generative AI Engineer https://lorakszak.com/blog Long-form writing on AI engineering, agentic systems, diffusion pipelines, Linux, and adjacent rabbit holes. en Fri, 08 May 2026 12:16:19 GMT Why your agentic system is leaking context — and what to do about it https://lorakszak.com/blog/agentic-context-leak https://lorakszak.com/blog/agentic-context-leak Mon, 04 May 2026 00:00:00 GMT Most multi-agent systems silently bleed token budget on the wrong things. Here is the audit I run before any production deploy. agents llm engineering