Most crypto traders are still manually hunting for wedges, triangles, and breakouts across dozens of charts and missing the best moves while they sleep. ChartScout is the AI-powered pattern scanner built to fix exactly that, by watching 1,000+ pairs across 150+ exchanges and timeframes for you, 24/7.
What ChartScout Actually Does
Scans markets in real time and flags high‑probability chart patterns in under 20 seconds, so you stop guessing and start reacting with data.
Lets you track the same coin on multiple timeframes (1m, 5m, 15m, 1h, 4h) so you can confirm setups instead of taking blind entries.
Sends instant alerts to Telegram, Discord, email, and in‑app when your watchlist conditions are met, turning your phone into an early‑warning system for breakouts.
Why Devs Might Care
Under the hood, this is a full SaaS stack for real‑time market analysis: AI models for pattern detection, multi‑exchange data ingestion, and a watcher system that lets users subscribe to specific pairs, timeframes, and patterns. It has to balance speed, accuracy, and security, including encrypted data because traders are extremely sensitive about their accounts and strategies.
What I Want Feedback On
How would you architect ultra‑low‑latency pattern detection at scale across multiple exchanges?
What tech would you use to push real‑time alerts reliably to thousands of users?
Any ideas to make this more developer‑friendly (APIs, webhooks, open indicators, etc.)?
If you are curious about how AI can automate technical analysis or want to critique the architecture and product decisions, check out the live app at chartscout.io and tell me what you would improve first.
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