A flow engine that warms accounts, finds threads, drafts with an LLM, and queues posts for one-tap operator approval.
Organic Reddit growth is a slow, multi-account, easy-to-burn game. Doing it by hand does not scale; doing it carelessly gets accounts banned.
I built a flow engine that runs it autonomously: warming, target discovery, and check-back flows, with LLM-generated comment drafts, smart scheduling, and per-account state isolation (pause / resume / retire). Crons fire over HTTP endpoints; sessions, evidence and activity persist on a Railway volume. The design is intent-first, with safety pacing baked into the scheduler.
cron (HTTP endpoints)
│
▼
┌─────────────────────────────────────────┐
│ discover ─▶ draft (LLM) ─▶ schedule │
│ ▲ │ │
│ └────── check-back ◀───────┘ │
└─────────────────────────────────────────┘
│ per-account state machine
▼
warm · active · pause · retire
sessions + evidence on volume