Using Claude Code in a governed engineering workflow
Verify installation and commands against current documentation, then place repository access, approvals, secrets, testing, and audit boundaries around the tool.
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Application team
Teams building applications and workflows on stable business-oriented interfaces.
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Reviewed enterprise architecture guidance
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Inventory360 as a qualified Business API
Define inventory availability with location, freshness, reservation, source authority, and oversell risk instead of treating quantity as a universal field.
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Multi-model orchestration without hard-coded provider logic
Separate model selection from business context and tool contracts so providers can change without rewriting every agent workflow.
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Evaluating OpenClaw for controlled agent workflows
Review a self-hosted agent gateway through its channel access, tools, credentials, operating permissions, isolation, review points, and recovery path.
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Prompt caching as an operating decision
Use caching where repeated prompt prefixes, privacy controls, freshness, invalidation, and provider behavior make reuse safe and measurable.
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Connect SAP and Salesforce without coupling every release
Move shared customer and order logic into owned contracts so application changes do not require both systems to expose identical models or schedules.
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