Ralph Wiggum as a “Software Engineer”
Geoffrey Huntley describes Ralph, a technique that runs AI coding agents in an infinite loop with continuous prompt tuning to build greenfield software projects.
Geoffrey Huntley describes Ralph, a technique that runs AI coding agents in an infinite loop with continuous prompt tuning to build greenfield software projects.
Why AI tools’ siloed memory creates lock-in, and how a Postgres database with vector embeddings exposed via MCP can give every agent persistent, semantic access to your accumulated knowledge.
How to help AI agents maintain progress across multiple sessions using persistent state artifacts like progress files, feature lists, and structured startup routines.