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Series

Jev AI for trading

8 articles in this series, newest first.

AI & Chatbots

Jev Trading Bot With Alpaca: Paper Trade in Python Step by Step

Jev decides, code trades. This guide builds a complete Alpaca paper trading bot in Python, with a broker-side stop, decision logs and a kill switch.

12 min read
AI & Chatbots

Backtest a Jev Trading Strategy in Python: Step by Step With Code

A Jev backtest is only useful if it cannot see the future. Here is a pandas workflow with cached decisions, real costs and walk-forward tests.

12 min read
AI & Chatbots

Jev 1.14: What's New, the jev-latest Switch and Upgrade Checklist

Jev 1.14 is a small model update with big consequences for bots on jev-latest. Here is what changed, how to pin a version and how to re-check thresholds.

12 min read
Guide
AI & Chatbots

Jev AI for Trading: What TypeSafe's New Model Can and Cannot Do

Jev does not chat. It answers typed questions in a fraction of a second, with a probability attached. Here is what that means for trading, and where the limits are.

9 min read
AI & Chatbots

Jev Trading Bots on GitHub: 5 Open-Source Projects Explained

Within days of launch, developers had Jev watching order books on several exchanges. Here is what they built, and what their code teaches.

6 min read
Comparison
AI & Chatbots

Jev vs ChatGPT and Other LLMs for Trading: Which AI Does What?

Jev is not a smaller ChatGPT. It is a different kind of tool, and the best AI trading systems will use both.

6 min read
AI & Chatbots

Jev Confidence Scores Explained: How to Gate and Size AI Trades

Jev tells you what it thinks and how sure it is. In trading, the second number is often worth more than the first.

7 min read
AI & Chatbots

How to Build a Jev AI Trading Bot: Step-by-Step Guide With Code

Calling the Jev API takes ten lines. The design around it decides whether your Jev trading bot is a useful tool or an expensive way to lose money.

9 min read