SalesBleed is patched. Now prove external data never became an instruction
Three remediated flaws showed how a public lead could induce Agentforce to query internal data, trigger DNS-based exfiltration or publish phishing in Slack. Post-patch work must test the composition of untrusted inputs, tool reach and write actions—not merely confirm a version.
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One agent or many? A new map for multi-agent architectures
SOMA separates complex domains across specialist agents while preserving one conversational front door.

Flow testing evolves to validate outcomes, not just paths
Assertions and test suites help admins prove that automation produced the expected state before production.
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PlatformEven as AI speeds up development, Salesforce architects still lean toward buying
A new survey suggests platform complexity and maintenance costs matter more than the speed of producing a first version.
BusinessAI surges in field service, but a talent crisis threatens returns
Technology is already part of almost every field operation. The bottleneck has shifted to workforce readiness and connected data.
BusinessMeasuring AI use requires more governance than a leaderboard
Dashboards can expose adoption roadblocks, but turning usage volume into performance creates context, trust and fairness risks.
CareersFor Salesforce architects, hands-on experience is the new currency
A survey of more than 1,000 professionals shows that real projects, communication and AI experimentation outweigh collecting credentials.
PlatformAn email setting may be consuming your Salesforce storage
Syncing messages as activities adds CRM context, but it can also create data growth that administrators did not plan for.
AgentforceHow data teams can scale without working more hours
Standardization, self-service and reporting agents remove repetitive work and protect analysts’ time for strategy.
