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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How to use AI, messy parts included.
How-tos, practical guides, and what changed in AI. Written to help you decide what to try, get it working, and avoid learning the annoying part twice.
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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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Automation and Agents
Gemini 3.8 Live: Keep Async Tool Results on Track
A voice conversation can continue while a lookup runs. The engineering job is keeping its result attached to the right request when the caller changes direction.
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Automation and Agents
How to Measure AI Business Value Beyond a Vendor ROI Example
Build a business-value claim that distinguishes accepted work, released capacity and actual spending changes.
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Automation and Agents
How to Diagnose AI Adoption with OpenAI Admin Analytics
Turn activity patterns into a specific support decision with a team owner and a real work sample.
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Automation and Agents
How to Manage a High-Risk LSVP Grant Without Losing Its Scope
Keep a project-specific LSVP grant aligned with its work, people and tools. Understand retention, monitoring, renewal and the decisions access does not replace.
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