Workflow Lab.
Explore the decisions behind a useful automation.
From sources to a reviewed brief.
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Editorial sample with real source links. No live AI or email delivery. Edits stay in this page session; download your review queue to keep them.
Behind this prototype
The local Python collector reads two approved publisher RSS feeds, removes duplicate article URLs, and stores metadata in a separate SQLite database. Import its JSON here to write and review summaries. The built-in sample contains prepared editorial summaries, not live model output. Source refresh failures remain visible. Local approval is a demonstration, not an authenticated publishing system.
A production newsletter would additionally need approved sources, a tested summarization workflow, subscriber consent, unsubscribe handling, a delivery provider, and a secured review backend. Nothing here subscribes or emails anyone.
A better path from call to calendar.
Cedar Home Services / fictional repair business
No microphone, phone calls, AI model, or live calendar. All callers, times, bookings, and handoffs are simulated.
What changes in a real phone pilot?
A voice platform handles the phone number, speech recognition, and audio response. A server verifies signed requests, reads approved business information, checks calendar availability, and writes a booking only after explicit confirmation. Real availability must be rechecked atomically; requests need idempotency keys. Human transfer, outages, language coverage, privacy, and usage limits need testing before launch.
This sample proves only the scripted decision flow. It does not measure speech recognition, AI accuracy, latency, or a provider's reliability.