Memanto setup: shared memory for Claude Code and Codex

This tutorial walks through Memanto's shared memory workflow for Claude Code and Codex working in the same project directory. The presenter creates a project agent, connects both coding tools, and seeds memories about the team's development setup. Each connected coding assistant then records project facts with memory types, confidence levels, source labels, and tags.

The example deliberately supplies conflicting instructions: Claude Code records JWT authentication and PostgreSQL, while Codex records session-based authentication and MongoDB. The resulting collection contains 13 memories from the user and both tools. Running the daily summary generates a session recap and, according to the presenter, checks new memories against historical knowledge for contradictions, updates, and duplicates. In this demonstration, it finds five contradictions and one duplicate.

The presenter resolves two conflicts interactively in the terminal, keeping newer memories and deleting the older entries. The dashboard demonstrates other choices, including keeping old entries, retaining both, and writing a manual resolution that specifies React 18 for the frontend. The final section checks the built-in scheduler, which shows a daily run at 11:59 p.m. in this setup, and explains how to disable it and locate saved summaries. The demonstration covers local agent connections; it does not establish that the full workflow runs offline.