Codex Has No Real Memory: Three Ways to Fix It, One in 30 Seconds

Codex has 3M weekly users and memory since April. But the memory is project-scoped, cloud-only and locked inside OpenAI. Three solutions that actually solve the problem, built-in memory with AGENTS.md, an MCP memory server in 30 seconds, or the hybrid setup most teams should run.