Architecture · Cloudflare edge

Chat and rooms

Keeps live state for one-to-one and group chats, plan rooms and the voice speed-meet queue: who is in, whose turn, how long is left.

As of September 2026 · Peoplarium is a Digi117 venture in development.

  • LayerCloudflare edge
  • Runs onCloudflare Durable Objects
  • What it costsInside the hosting budget
  • Infrastructure

Why Durable Objects

Each chat or room is one small stateful object at the edge. That gives ordering and presence without running a separate chat server, which the first design needed.

Speed-meet queue

For voice speed-meets, a room coordinator groups verified members by interest, runs short rounds with a timer and a prompt, and collects the private meet-again votes.

What it talks to

  • Member web app: The installable web app members use to verify, build a profile, find hubs and plans, chat, join voice speed-meets and use the safety tools.
  • API on Cloudflare Workers: One API for the whole product. It checks who the member is and what they may see, then calls the right module.
  • Voice rooms: Carries the audio for voice speed-meets: short rounds between two verified members.
  • Postgres with vector search: Stores profiles, hubs, plans, pulses and moderation outcomes, plus the embeddings used to find people and plans that fit.
  • Translation and scam flags: Translates chat for free and flags money requests, crypto pitches and pressure to move off the platform.
  • Moderation pipeline: Classifies messages, photos, voice and reports, applies written rules through an action ladder, sends reasons and routes appeals.

Designed for

  • Messages pass through moderation before delivery
  • Reported members can be removed from a room at once

Where it appears in a request

  • A voice speed-meet: A room coordinator pairs members for short rounds and runs the timers and prompts.

Open this part in the architecture explorer

Ask about this, or request more analysis

Your message goes to Vadym Chernega, founder of Digi117, not a bot. Reply within one business day.

We use your email only to answer. No list, no newsletter. Want this kind of work on your own product? See what we make.