Automation and Agents
Google CC Shared Memory: A Household Handoff Plan
When a shared routine changes, review its source access, current outputs and remembered context separately, then assign the continuing work.
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Systems and Workflows
How to Secure MCP Events Before They Trigger Business Actions
A signed event can still carry hostile text or stale permissions. Follow the trust boundaries from subscription through delivery to the business action.
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Automation and Agents
How to Implement MCP Events in ChatGPT: Event-Triggered Automations
Build the documented MCP Events flow from subscription to signed delivery, then test retries, access changes, and the result in the subscribed ChatGPT chat.
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Systems and Workflows
How to Govern Perplexity Computer Automations
Follow one proposed customer request through preparation, authority, review and uncertain delivery without mistaking confidence for permission.
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Automation and Agents
How to Build Recurring Web Automations with Perplexity Computer
A proposed weekly pricing workflow that makes changed terms, missing checks and review effort visible.
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Systems and Workflows
How to Govern AI Music Assets: Licensing, Stems, and Ownership
A practical recordkeeping workflow for AI music: verify the download and intended use, document human contributions, and keep unresolved rights questions visible.
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Creator Workflows
How to Master Suno v6 Stems: Targeted Song Edits and Inpainting
A source-checked workflow for replacing a song section, extracting only the stems you need, exporting from Studio, and checking the result in a DAW.
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Automation and Agents
How to Benchmark AI Classifiers Before Automating Decisions
A proposed evaluation that connects classifier predictions to the work a team must complete, using Jev’s documented interface and scoped independent research.
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Automation and Agents
How to Build a Typed AI Router with TypeSafe Jev
A proposed developer-helpdesk design using Jev’s documented interface, with routing rules, uncertain work and action permissions kept visible.
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Automation and Agents
How to Supervise Parallel Voice Agents: Latency, Barge-In, Fallback
Parallel tools can keep a customer conversation moving. Define what counts as completion, what the agent may promise and who owns the cases it cannot resolve.
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