https://blog.panshi.io/en/tags/python/ Recent content in Python on Panshi | Infrastructure · Quant Trading · AI Workflows https://blog.panshi.io/og-default.png https://blog.panshi.io/og-default.png Hugo en-US Sun, 19 Apr 2026 19:50:00 +0800 https://blog.panshi.io/en/posts/iproyal-rotating-ip-python/ Sun, 19 Apr 2026 19:50:00 +0800 https://blog.panshi.io/en/posts/iproyal-rotating-ip-python/ IPRoyal's residential IP pool has two modes: Sticky and Rotating. This article implements automatic IP rotation, HTTP failure retry, and banned IP skipping in Python with complete working code. https://blog.panshi.io/en/posts/claude-code-monitor-pionex-bot/ Sun, 19 Apr 2026 19:10:00 +0800 https://blog.panshi.io/en/posts/claude-code-monitor-pionex-bot/ Pionex robots don't automatically notify when reaching range boundaries. Use Claude Code to write a price monitoring + Telegram push script in dozens of lines, enabling manual intervention at critical moments. Complete implementation + deployment. https://blog.panshi.io/en/posts/binance-api-from-zero/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/binance-api-from-zero/ Step-by-step guide to applying for a Binance API Key, configuring security permissions, sending your first query request and test order with Python, plus an introduction to WebSocket real-time data streaming. https://blog.panshi.io/en/posts/quant-stop-loss-parameter-research/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/quant-stop-loss-parameter-research/ How Much Should Stop-Loss Be Set? Relying on Intuition Lacks Credibility; Optimization Through Historical Backtesting. This Article Covers the Complete Methodology for Stop-Loss Parameter Research: Data Preparation, Parameter Grid Search, Evaluation Metric Selection, Overfitting Prevention, with Python Implementation. https://blog.panshi.io/en/posts/quant-tools-stack/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/quant-tools-stack/ My complete quantitative strategy toolkit: Python + Binance API for strategy execution, Prometheus for metrics collection, Grafana for visualization, Telegram for alert notifications. Complete coverage from strategy execution to monitoring and alerting. https://blog.panshi.io/en/posts/gemini-cli-server-audit/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/gemini-cli-server-audit/ Manual SSH into servers every day to check status is too tedious. This article uses Gemini CLI as the analysis engine, with Python scripts automatically SSH collecting metrics from each server, combined with Telegram Bot pushing daily reports, to achieve zero-manual cluster health monitoring.