Give Your AI Agents Long-Term Memory: The LLM Wiki Pattern Implemented in Symfony
Every developer who uses coding assistants like Claude Code, Codex, or Antigravity on the daily knows this frustration: you spin up a prompt for a project and, once again, you have to explain everything from scratch. The agent has no clue about your Symfony architecture preferences, your PHP standards, how you structure your DTOs, your Doctrine naming conventions, or the technical decisions you nailed down on another repo last week. You end up spending more time writing preambles in your prompts than actually coding high-value features.