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Infrastructure Articles

6 posts tagged “infrastructure”.

polymarket trading python

How to Build a Polymarket Bot in Python: Architecture, Components, and What Actually Matters

Practical architecture guide for building a Polymarket trading bot in Python in 2026 — the eight components you need, how they fit together, what to build...
kalshi nfl infrastructure

Kalshi NFL MVP Market: How to Read Live Odds, Volume, and Find Edge in 2026

Structural guide to the Kalshi NFL MVP market — how multi-outcome contracts work, how to read per-player implied probabilities, seasonal liquidity...
infrastructure python strategy

How to Build a Real-Time Edge Signals Scanner for Sports Markets

Architecture and Python patterns for scanning live sports markets in real time and surfacing edge signals — WebSocket subscriptions, latency budgets, edge...
api historical-data infrastructure

8 Sports, One API: Designing a Unified Schema for Multi-Sport Win Probabilities

How we designed a single unified API schema that serves calibrated win probabilities for 12 different sports — basketball, hockey, baseball, football...
infrastructure beginner

Running a Trading Bot for $13 a Month

Our trading stack runs on a $7/month VPS plus $5/month for odds. Full cost breakdown, plus a correction: the bot is not profitable (-$217.75 lifetime).
infrastructure python historical-data

Stream Live Sports Data with WebSockets in Python

How to get real-time sports scores using WebSockets in Python. Compares HTTP polling vs WebSocket streaming, with working code for building a live data feed.