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A Genius With Amnesia - Victor Savkin, Nx

AI Engineer · Jun 26, 2026 · Engineering Insights

AI coding agents behave like brilliant engineers with no memory, forcing constant re-explanation of context across repos.

“You would have a genius on one side and something deeply deficient on the other. And that's what agents are.”

Victor Savkin of Nx frames AI coding agents as 'a genius with amnesia'—highly capable but stateless, requiring developers to re-explain the same change up to seven times across multiple repos and sessions. The talk highlights context loss as a core limitation of agentic workflows and motivates tooling (like Nx) to preserve and propagate cross-repo context, a key engineering challenge for scaling agent-assisted development.

ai-agents developer-tooling context-management monorepo coding-agents

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