Déjà Vu — AI agents that remember what your team learned.
The Problem AI coding agents like Cursor and Claude operate with zero institutional memory. They confidently reproduce architectural mistakes your team has already reverted and learned from—sometim...

Source: DEV Community
The Problem AI coding agents like Cursor and Claude operate with zero institutional memory. They confidently reproduce architectural mistakes your team has already reverted and learned from—sometimes multiple times. Your postmortems, ADRs, and hard-won lessons are invisible to the agent, so it ships operationally dangerous code that passes review until it breaks something you've already broken. What We're Building Déjà Vu builds a temporal knowledge graph from your git history, reverts, PR discussions, and postmortems. Before any agent executes a plan, it surfaces similar historically-regressed patterns with links to the original incident. It risk-scores changes in real time, visualizes blast radius across your codebase, and flags spec deviations before code hits production. Who It's For Engineering managers and tech leads at growth-stage startups and mid-market SaaS companies (20–150 engineers) already using Cursor or Claude daily, who've experienced a production incident caused by re