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What the agents do while you sleep

Bias refresh every 60s, fundamental sweep every 15m, social/COT every hour. A walking tour of the overnight stack.

Liquidity Labs · Desk·

The bias engine never sleeps but you should. Here’s the cadence.

Every 60 seconds the technical layer pulls a fresh price for every watched symbol, runs the AMT debate, and writes a bias + confidence + summary to Redis. The cache TTL on this layer is short — three minutes — because the technical read goes stale fast.

Every fifteen minutes the fundamental layer fans out to the central-bank press feeds — Fed, ECB, BoE, BoJ, RBA, BoC — plus FX news and the calendar. Anything new in the last 72 hours gets piped into the macro agent, which writes the layer’s vote with a 30-minute TTL.

Every hour the sentiment layer pulls COT positioning, Reddit hot threads, and a small headline window. Slower cadence, 2-hour TTL.

When a TradingView alert lands, the gate is already pre-warmed. It reads the three cache entries for the symbol, demands they agree, and either ships the signal to your EA + Discord + Telegram or quietly discards it with a logged reason. The whole gate decision happens in single-digit milliseconds because the LLM work was already done.

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General advice only. Liquidity Labs provides general market information and does not consider your personal objectives, financial situation or needs. Trading involves substantial risk of loss. Past performance is not indicative of future results.