Developer Builds AI-Powered Football Alert System to Survive World Cup Sleep Loss
A Port Harcourt-based developer created 'Nightwatch', a tool that sends smart match alerts for the 2025 North America World Cup, where kickoffs fall between 1am and 4am local time. The system polls ESPN's public scoreboard API, uses a two-consecutive-poll confirmation gate to filter false alerts, and only calls an AI model (Claude Haiku) when a confirmed event passes the threshold. The LLM's role is not to describe events but to judge their significance — distinguishing a 90th-minute equalizer from a meaningless fourth goal in a blowout. Built on the same architecture as the developer's existing Cloudflare Workers monitoring tool, Nightwatch delivers surviving alerts via Telegram. The project was tested by replaying the real Argentina 3-1 Switzerland quarterfinal feed, which produced nine alerts — four rated high significance and five rated low.
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