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Architecture: slot monitoring pipeline — polling, change detection, notification #2

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opened 2026-03-14 16:14:53 -07:00 by pyr0ball · 0 comments
pyr0ball commented 2026-03-14 16:14:53 -07:00
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Design the core Monitor layer for Kestrel.

Scope

  • Polling cadence strategy: aggressive enough to catch slots, respectful enough to avoid rate limiting/blocking
  • Change detection: diff-based vs hash-based slot availability tracking
  • Notification: push, email, SMS (Ultra tier: auto-book)
  • Source adapters: gov portal scraper, API where available (e.g. USAAppointments)

Constraints

  • Must not violate ToS in a way that risks user accounts
  • Slot booking must require explicit human approval (not auto-book without consent) except Ultra tier
  • Rate limiting: be a good citizen to public services
Design the core Monitor layer for Kestrel. ### Scope - Polling cadence strategy: aggressive enough to catch slots, respectful enough to avoid rate limiting/blocking - Change detection: diff-based vs hash-based slot availability tracking - Notification: push, email, SMS (Ultra tier: auto-book) - Source adapters: gov portal scraper, API where available (e.g. USAAppointments) ### Constraints - Must not violate ToS in a way that risks user accounts - Slot booking must require explicit human approval (not auto-book without consent) except Ultra tier - Rate limiting: be a good citizen to public services
pyr0ball added this to the Alpha — Pipeline milestone 2026-03-14 16:14:53 -07:00
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Reference: Circuit-Forge/kestrel#2
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