Breaking the Context Wall: How Seed Files Restore AI Memory

AI assistants' inability to maintain context across sessions creates friction in developer workflows, forcing repetitive context-setting that wastes tokens and time. Seed files—structured markdown documents embedding project conventions—offer a practical solution by providing upfront context, eliminating the need for conversation-based context building. This technique bridges the gap between AI's technical limitations and developer productivity expectations.