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Large Language ModelsAI Coding AssistantsVentureBeat AIPublished: Apr 23, 2026, 01:00 JST

Salesforce's Agentforce Vibes 2.0 tackles the real reason AI agents fail: bad data and unclear processes, not the AI itself

Salesforce released Agentforce Vibes 2.0, a framework addressing why AI agents (autonomous AI systems that make decisions and take actions) often produce confident but incorrect results. VentureCrowd, a startup using AI coding agents, discovered the problem wasn't flawed AI logic—it was that agents only work with whatever data they can access, so messy or incomplete data leads them astray, even when they operate correctly.

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