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AgentforceNewClaudeforce moves CRM beyond the screen—but architecture still decides what can happen
Salesforce in Claude promises 37 sales skills, live data and governed actions inside Claude. The experience moves to a conversational interface, but identity, authorization, retention and operational evidence remain distributed across two platforms and an MCP path.
AgentforceAmbiguous metadata makes Agentforce guess: remediation must end with a test, not a filled description
Field, object, Flow, topic and action descriptions provide operating context for an agent. The real challenge is repairing only what it can reach and measuring whether selection and outcomes improve.
AgentforceExternal MCP reaches Agentforce: the real challenge starts after the first tool connects
The MuleSoft pattern reduces integration code, but moves critical decisions into the tool contract, service identity and endpoint operations.
AgentforceMigrating to the new Agentforce Builder means proving behavior did not regress
The new builder replaces a ReAct loop with a stateful graph and Agent Script; a safe path preserves the baseline and compares tests before optimization.
AgentforceSalesforce compresses thousands of capabilities into four tools for agents
The Headless 360 MCP Server enters beta with semantic discovery, governed execution and a compact surface for AI clients to operate the platform.
AgentforceOne agent or many? A new map for multi-agent architectures
SOMA separates complex domains across specialist agents while preserving one conversational front door.