GYST
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Augusta Labs · 2025

Seven creator platforms, one source of truth.

GYST gives creators one view of their business across YouTube, Instagram, TikTok, Twitch, Patreon, Beehiiv and Fourthwall.

I built the data service’s sync backbone — a bucketed scheduler that spreads users across two-minute ticks, the YouTube and Beehiiv integrations with Redis-cached, quota-aware YouTube reads, and the aggregation service that normalises every platform into one daily row with per-platform shares.

How it works
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OAuth connect → bucket scheduler (60 buckets · 2-min tick) → [YouTube | Instagram | TikTok | Twitch | Patreon | Beehiiv | Fourthwall] → platform sync (token refresh · upserts) → aggregation (one row per user per day) → dashboards

Outcomes
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- 7  creator platforms behind one sync interface
- 2 h  Redis cache window for YouTube reads

Stack: TypeScript, Bun, Hono, PostgreSQL, Drizzle, Redis

https://godnik.in/projects/gyst