Core ConceptsBuilding Your First LLM Chain: A Developer's Guide to Sequential LogicAvnish Yadav โ February 22, 2026 ยท 6 MIN READBuilding Your First LLM Chain: A Developer's Guide to Sequential LogicLLMs are powerful, but they are stateless. To build real applications, you need to connect outputs to inputs. Here is a practical, code-first guide to building your first chain using Python and LCEL.