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Crypto / FinTech

This is not a new story. Flash crashes are a feature of crypto markets, not a bug. They happen because of thin liquidity windows, cascading liquidations, and the reflexive nature of sentiment-driven speculation. The question is not whether the next one will happen. The question is whether you will be ready.
The good news: AI agents are now capable enough to do what human traders cannot — monitor markets continuously, process sentiment signals instantly, and execute predefined risk responses without emotion. In this post, we will build three of them: a Stop-Loss Agent, a Liquidity Tracker, and a Sentiment Alert Bot.

DeepSeek vs Claude API: Which is Cheaper for Production AI Apps in 2026?

DeepSeek V3.2 costs $0.28/M input tokens. Claude Sonnet 4.6 costs $3.00/M. That is a 10× gap on paper — but is it the full story? This post breaks down real production costs across three scenarios (10K to 10M calls/day), compares hidden costs like data privacy and uptime SLA, and includes a Python cost calculator you can run against your own usage logs.

DeepSeek vs Claude API: Which is Cheaper for Production AI Apps in 2026? Read More »

The Bitcoin Flash Crash Survival Kit: 3 AI Agents You Need to Build Today

Bitcoin dropped 18% in four hours in February 2026. It will happen again. In this post, we build 3 AI agents in Python — a Stop-Loss Agent, Liquidity Tracker, and Sentiment Alert Bot — using the Claude API and Binance to protect your crypto portfolio from the next flash crash. Full production code included.

The Bitcoin Flash Crash Survival Kit: 3 AI Agents You Need to Build Today Read More »

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