Senior AI Engineer building production AI systems — LLM fine-tuning, RAG, NER, agentic AI, and the Kubernetes infrastructure underneath.https://berkkirik.github.io/https://berkkirik.github.io/blog/running-rlm-in-production/https://berkkirik.github.io/blog/running-rlm-in-production/Notes from wiring rlm behind a real coding agent: REPL contract holes, the REPL-vs-tool-calling paradigm mismatch, and the mode flag we ended up adding.Sun, 17 May 2026 00:00:00 GMTrlmagentsllmsproductionhttps://berkkirik.github.io/blog/hello-world/https://berkkirik.github.io/blog/hello-world/What this blog is for and what to expect.Wed, 13 May 2026 00:00:00 GMTmetaintro