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How We Built Realtime Precomputed PnL for Polymarket
18 min read

How We Built Realtime Precomputed PnL for Polymarket

1.6B trades backfilled in under a week (now tracking 1.9B+), 378 live indexes, and a custom database that sustains up to 2M writes per second. Why query-time PnL fails, and what we built instead.

Struct Team
Struct Team
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Building a Polymarket Scanner Bot with the Struct SDK
9 min read

Building a Polymarket Scanner Bot with the Struct SDK

How we built an open-source Telegram bot that lets you look up live Polymarket odds, trader stats, and top holders by pasting a URL or wallet address: architecture, implementation, and key decisions.

Struct Team
Struct Team
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Building a Polymarket Trader Explorer with the Struct SDK
10 min read

Building a Polymarket Trader Explorer with the Struct SDK

How we built a Polymarket trader explorer - a real-time analytics dashboard with PnL charts, heatmap calendars, shareable image cards, and streaming SSR. Architecture, key decisions, and implementation details.

Struct Team
Struct Team
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The API for Polymarket: Built Different
7 min read

The API for Polymarket: Built Different

We spent months building the infrastructure we wished existed. Today we're opening it up. Here's what Struct is, what it does, and why we built it.

Struct Team
Struct Team
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Ship faster with Struct

REST API, WebSockets, and Webhooks for Polymarket — free to start, no credit card required.