https://blog.panshi.io/en/posts/ Recent content in Posts 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 20:00:00 +0800 https://blog.panshi.io/en/posts/claude-code-image-limit-rescue/ Sun, 19 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/claude-code-image-limit-rescue/ After pasting multiple screenshots in a Claude Code long session, it suddenly hits an &#39;image exceeds dimension limit for many-image requests (2000px)&#39; error and can no longer send messages. The problem is not the last image, but rather: once Anthropic API&#39;s multi-image validation rule triggers, all historical screenshots get validated together. This document clarifies the rule, the solution, and my automated extension based on ianbmacdonald/claude-session-rescue. https://blog.panshi.io/en/posts/polaris-strategy-intro/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/polaris-strategy-intro/ Polaris is a quantitative trading strategy I&#39;ve been running for over a year, a trend-following type that trades BTC/USDT. This article introduces the strategy&#39;s overall approach, live trading performance, and risk management logic. https://blog.panshi.io/en/posts/mihomo-multi-gateway/ Wed, 01 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/mihomo-multi-gateway/ Building Multi-Gateway Redundant Network Architecture from Scratch: Mihomo Traffic Splitting Rules, DNS Pollution Prevention, Automatic Failover, with Complete Configuration Thinking https://blog.panshi.io/en/posts/claude-code-dual-channel/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/claude-code-dual-channel/ Claude Code supports two backends: official Claude Pro ($20/month, 200k context window) and GitHub Copilot Pro+ ($19/month, 128k context window). A set of alias strategies lets you switch between them anytime and choose the best option for each scenario. https://blog.panshi.io/en/posts/pionex-grid-trading/ Fri, 03 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/pionex-grid-trading/ Pionex Grid Trading Robot: From Beginner to Practice, Covering Parameter Selection, Position Management, Stop-Loss Settings, and Common Mistakes with Real Operating Experience https://blog.panshi.io/en/posts/claude-code-workflow/ Sun, 05 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/claude-code-workflow/ Sharing real-world workflows for managing multiple VPS with Claude Code CLI, including practical insights on Skill system design, automated operations, and cost management. https://blog.panshi.io/en/posts/vps-selection-guide/ Tue, 07 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/vps-selection-guide/ Real comparison of VPS providers like DMIT, Tencent Cloud International, Akile, etc., helping you choose a suitable server for proxy access based on three dimensions: latency, stability, and price. https://blog.panshi.io/en/posts/claude-write-quant-strategy/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/claude-write-quant-strategy/ Real-world example: How to let Claude help you from strategy conception to code implementation, and then to automated signal delivery—the whole process requires only speaking plainly. https://blog.panshi.io/en/posts/openclaw-quant-workflow/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/openclaw-quant-workflow/ Connecting quantitative strategy signals with OpenClaw: scheduled cron triggers, message delivery, PDF report generation, and complete workflow integration https://blog.panshi.io/en/posts/openclaw-intro-and-setup/ Tue, 07 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/openclaw-intro-and-setup/ Understanding OpenClaw from scratch: What it can do, how it differs from Claude Code, what scenarios it&#39;s suitable for, with my real usage configuration. https://blog.panshi.io/en/posts/hysteria2-setup/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/hysteria2-setup/ Deploy Hysteria2 server from scratch, paired with mihomo client, to solve network acceleration issues in TCP-restricted scenarios. Includes complete configuration files and dual-protocol mutual backup solution. https://blog.panshi.io/en/posts/openclaw-troubleshooting/ Mon, 06 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/openclaw-troubleshooting/ Common OpenClaw Usage Issues: Gateway Startup Failures, Telegram Messaging Problems, Skill Invocation Errors, Cron Environment Issues—Addressed Systematically https://blog.panshi.io/en/posts/xray-vless-xtls-setup/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/xray-vless-xtls-setup/ Deploy Xray VLESS+XTLS-Reality protocol from scratch with mihomo client to solve IP identification and blocking issues, with complete configuration files included. https://blog.panshi.io/en/posts/vps-ip-blocked-solutions/ Tue, 07 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/vps-ip-blocked-solutions/ Complete solution for VPS IP blocked by GFW: Quickly verify blockage, replace IP, switch to backup nodes, and long-term strategies to reduce block risk https://blog.panshi.io/en/posts/pionex-vs-binance-grid/ Mon, 06 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/pionex-vs-binance-grid/ Compare Pionex and Binance grid trading across four dimensions—transaction fees, robot features, fund security, and applicable scenarios—to help you make the right choice. https://blog.panshi.io/en/posts/claude-api-cost-guide/ Sun, 05 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/claude-api-cost-guide/ Claude API billing logic, model price comparisons, Prompt Cache usage tips, and practical experience controlling costs to keep AI spending within reasonable range. https://blog.panshi.io/en/posts/openclaw-copilot-opus-tuning/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/openclaw-copilot-opus-tuning/ Using GitHub Copilot Pro+ to power OpenClaw with Claude Opus 4.6 as an AI ops assistant: 8 parameter optimizations to stretch 1500 monthly credits further and improve response stability https://blog.panshi.io/en/posts/5000-usd-token-what-i-built/ Sun, 19 Apr 2026 20:00:00 +0800 https://blog.panshi.io/en/posts/5000-usd-token-what-i-built/ In one month and $5,000 of API/subscription costs, using Claude Code + Codex + Copilot, I independently built these 18 system categories: quantitative trading, blog growth, monitoring/alerts, backup/disaster recovery, proxy gateway, publishing pipeline, macOS native apps... 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&#39;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/quant-proxy-stack-dmit-iproyal/ Sun, 19 Apr 2026 19:40:00 +0800 https://blog.panshi.io/en/posts/quant-proxy-stack-dmit-iproyal/ What to do when Binance quantitative strategy is IP-restricted? This article configures a complete proxy chain with DMIT Hong Kong VPS + IPRoyal residential IP exit + Claude automatic switching, with mihomo configuration included. https://blog.panshi.io/en/posts/gpt-analyze-pionex-logs/ Sun, 19 Apr 2026 19:30:00 +0800 https://blog.panshi.io/en/posts/gpt-analyze-pionex-logs/ Analyzed 90 days of Pionex grid bot live trading logs with GPT/Claude, uncovered 3 patterns I missed in review: profits concentrated on high-volatility days, fees eat into specific time windows, zone selection lags the market 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&#39;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/bybit-copy-trading-guide/ Sun, 19 Apr 2026 19:00:00 +0800 https://blog.panshi.io/en/posts/bybit-copy-trading-guide/ Bybit copy trading is attractive but full of pitfalls. This article covers 6 hard metrics for selecting signal providers, position sizing formulas, stop-loss strategies, and real trading data from my hands-on testing of 5 signal providers. https://blog.panshi.io/en/posts/bybit-options-beginner/ Sun, 19 Apr 2026 18:50:00 +0800 https://blog.panshi.io/en/posts/bybit-options-beginner/ Crypto options have been overlooked by retail traders for too long. Bybit has the best options liquidity in crypto. This article covers everything from understanding option quotes to executing your first trade, with real scenarios and stop-loss methods. https://blog.panshi.io/en/posts/bybit-vs-binance-futures/ Sun, 19 Apr 2026 18:40:00 +0800 https://blog.panshi.io/en/posts/bybit-vs-binance-futures/ Bybit advertises negative Maker fees (rebates for placing orders), which sounds like a free lunch. This article compares Bybit and Binance on contract fees, liquidity, risk controls, and USDT-margined vs. coin-margined futures differences. https://blog.panshi.io/en/posts/pionex-leverage-etf-3x/ Sun, 19 Apr 2026 18:30:00 +0800 https://blog.panshi.io/en/posts/pionex-leverage-etf-3x/ Pionex&#39;s BTC3L / BTC3S leverage tokens appear to offer 3x long/short exposure, but in reality suffer daily rebalancing losses. This article clarifies the mathematical model, typical use cases, and common pitfalls to watch for. https://blog.panshi.io/en/posts/pionex-martingale-vs-grid/ Sun, 19 Apr 2026 18:20:00 +0800 https://blog.panshi.io/en/posts/pionex-martingale-vs-grid/ Pionex offers 16 robots, three of which are easily confused: Classic Grid, Infinite Grid, and Martingale Accumulation. This article clarifies the three through mathematical models and applicable scenarios, with parameter tables and a selection decision tree. https://blog.panshi.io/en/posts/pionex-basis-arbitrage/ Sun, 19 Apr 2026 18:10:00 +0800 https://blog.panshi.io/en/posts/pionex-basis-arbitrage/ Pionex&#39;s Arbitrage Bot Automatically Hedges Spot and Perpetual Contracts in Reverse Positions to Capture Funding Rates. Real Configuration, Actual APY, Capital Requirements, and Key Considerations. https://blog.panshi.io/en/posts/pionex-xau-profit-log-month4/ Sun, 19 Apr 2026 18:00:00 +0800 https://blog.panshi.io/en/posts/pionex-xau-profit-log-month4/ 3 months ago the launched XAU/USDT grid bot entered month 4, uptrend breakout triggered shutdown, two reconfigurations, fee proportion analysis, with complete net profit and APY curves. https://blog.panshi.io/en/posts/macos-network-guard-status-bar/ Sun, 19 Apr 2026 16:30:00 +0800 https://blog.panshi.io/en/posts/macos-network-guard-status-bar/ I wrote a macOS status bar app in Swift that checks Surge, PF firewall, and LAN sentinel status every 5 seconds, immediately sends system notifications on anomalies, and includes a web monitoring dashboard and event logs. https://blog.panshi.io/en/posts/akile-cn2-vps-review/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/akile-cn2-vps-review/ In-depth AkileCloud domestic-optimized VPS review: CN2 GIA routing performance testing, package pricing, IP quality, comparison with Bandwagon and DMIT, answering whether it&#39;s worth buying https://blog.panshi.io/en/posts/bwg-cn2-gia-deep-review/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/bwg-cn2-gia-deep-review/ BandwagonHost CN2 GIA Series In-Depth Review: PID Reference, DC6/DC9 Data Center Differences, Complete Migration and IP Change Process, 4-Year Usage Experience Summary https://blog.panshi.io/en/posts/binance-arbitrage-basics/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/binance-arbitrage-basics/ Binance Funding Rate Arbitrage Complete Tutorial: Spot + Perpetual Futures Hedging Principles, Implementation Steps, Return Estimation, Risk Management. 8-20% Annualized Low-Risk Strategy. https://blog.panshi.io/en/posts/dmit-jp-vs-hk-vs-us/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/dmit-jp-vs-hk-vs-us/ DMIT Tokyo Japan, Hong Kong PVM Eyeball, Los Angeles Premium three main routes: actual testing comparison of latency, bandwidth, media streaming unlock, applicable scenarios, and purchasing recommendations https://blog.panshi.io/en/posts/iproyal-use-cases-5-scenarios/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/iproyal-use-cases-5-scenarios/ IPRoyal Residential IP: 5 Real-World Monetization Scenarios—AI Account Registration, E-commerce Multi-Account Management, Ad Verification, Web Scraping Data Collection, Cross-border Product Research. Each scenario includes configuration and best practices. https://blog.panshi.io/en/posts/pionex-xau-real-profit-log/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/pionex-xau-real-profit-log/ Pionex gold (XAU/USDT) perpetual futures grid bot live trading profit record: parameter settings, weekly return curves, drawdown records, when to shut down and restart, 3 months of complete data publicly disclosed. https://blog.panshi.io/en/posts/racknerd-vs-cloudcone-vs-bwg/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/racknerd-vs-cloudcone-vs-bwg/ In-depth Comparison of RackNerd, CloudCone, and Bandwagon Host for Low-Cost US VPS: Price, Network, Stability, Customer Support, Use Cases, and Selection Decision Tree. https://blog.panshi.io/en/posts/tello-esim-global-roaming/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/tello-esim-global-roaming/ Tello Mobile eSIM In-Depth Review: Real US Phone Number, International Roaming Coverage, Pricing, SMS Reception Stability, and Using with Google Voice—Suitable for Cross-Border Business and AI Account Registration https://blog.panshi.io/en/posts/vps-family-matrix-by-use-case/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/vps-family-matrix-by-use-case/ Score VPS providers on 5 typical use cases (proxy nodes, website hosting, data storage, quantitative trading, web scraping) and recommend the best provider for each. https://blog.panshi.io/en/posts/quant-proxy-residential-ip-why/ Fri, 17 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/quant-proxy-residential-ip-why/ When live quantitative trading encounters Binance API regional restrictions, 429 rate limiting, and account risk control, use IPRoyal residential IPs as the exit point — complete solution including mihomo configuration, fixed exit IP, and disaster recovery strategy. https://blog.panshi.io/en/posts/binance-xau-gold-trading/ Thu, 16 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/binance-xau-gold-trading/ Complete Tutorial for Trading Gold (XAU) on Binance: Spot XAU/USDT, Perpetual Futures XAUUSDT Contracts, Covering Account Opening, Order Placement, Leverage Settings, and Stop Loss/Take Profit Workflows. https://blog.panshi.io/en/posts/bybit-ucard-guide/ Thu, 16 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/bybit-ucard-guide/ Bybit Card is a cryptocurrency Visa debit card launched by Bybit that directly spends USDT/fiat currency balance in your account, supports global Visa merchants and ATM withdrawals. This article details the application steps, KYC requirements, deposit methods, and fees. https://blog.panshi.io/en/posts/bybit-xau-gold-trading/ Thu, 16 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/bybit-xau-gold-trading/ Complete Bybit XAUUSDT Perpetual Contracts Tutorial: How to Go Long/Short on Gold on Bybit, Leverage Settings, Take Profit/Stop Loss, Funding Rate Explanation, with Common Beginner Mistakes Included https://blog.panshi.io/en/posts/pionex-xau-grid-bot/ Thu, 16 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/pionex-xau-grid-bot/ Automated Gold Trading with Pionex Built-in Grid Bot XAU/USDT: How to Set Grid Parameters, Select Price Range, Calculate Expected Returns, and the Advantages and Risks of Grid Strategy in Gold Oscillating Markets. https://blog.panshi.io/en/posts/safepal-ucard-guide/ Thu, 16 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/safepal-ucard-guide/ The SafePal U Card is a Visa physical/virtual card linked to crypto assets that can be used for purchases at any location worldwide that accepts Visa. This article provides a complete walkthrough from registration to card receipt, including card opening fees. https://blog.panshi.io/en/posts/surge-split-rules-ai-traffic/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/surge-split-rules-ai-traffic/ AI services like Claude and ChatGPT are sensitive to IP quality, and datacenter IPs easily trigger restrictions. This article explains how to configure fine-grained routing rules in Surge to route AI requests exclusively through residential IP proxies while keeping regular traffic on VPS nodes. 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/binance-futures-risk-management/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/binance-futures-risk-management/ Not setting stop-losses in futures trading is the most common fatal mistake. This article systematically explains three core levels of futures risk management: position sizing (how much to open), stop-loss setting (when to stop on loss), circuit breaker mechanism (when to pause after consecutive losses), with Python API implementation examples. https://blog.panshi.io/en/posts/codex-cli-complete-guide/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/codex-cli-complete-guide/ Step-by-Step Guide to Installing OpenAI Codex CLI, Configuring API Keys, Mastering Three Execution Modes (suggest / auto / full-auto), and Real-World Examples of File Editing and Terminal Command Execution. https://blog.panshi.io/en/posts/google-one-ai-premium-guide/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/google-one-ai-premium-guide/ Google One AI Premium costs $19.99 per month and includes unlimited Gemini Advanced access, 2TB cloud storage, and NotebookLM Plus. Through friend referral links, both parties get several free months. https://blog.panshi.io/en/posts/hysteria2-performance-tuning/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/hysteria2-performance-tuning/ Hysteria2 Slow After Deployment? This Guide Systematically Covers Tuning Methods Across Four Areas: Bandwidth Parameters, BBR vs Brutal Congestion Algorithms, Multiplexing, and MTU Adjustment, with Real-World Test Results. https://blog.panshi.io/en/posts/openclaw-copilot-usage-tips/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/openclaw-copilot-usage-tips/ Copilot has a monthly request limit, and OpenClaw multi-agent concurrency will quickly consume your quota. This article summarizes 8 practical tips: tracking Copilot usage, optimizing OpenClaw agent configuration, avoiding quota waste, so AI coding tools last longer and work more smoothly. https://blog.panshi.io/en/posts/openclaw-advanced/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/openclaw-advanced/ After getting started with OpenClaw, this article covers advanced usage: multi-Agent task division, Telegram deep interaction techniques, quantitative strategy monitoring workflow, and creating custom Skill from scratch. https://blog.panshi.io/en/posts/mihomo-residential-ip-guide/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/mihomo-residential-ip-guide/ Complete tutorial: configuring residential IP proxies as exit nodes in mihomo (Clash Meta) to bypass IP restrictions on AI tools like ChatGPT and Claude, with IPRoyal SOCKS5 integration walkthrough 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/xray-reality-client-config/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/xray-reality-client-config/ After deploying Xray REALITY on the server, how do you configure the client in mihomo (Clash Meta), Surge, and Shadowrocket? This article provides complete configuration examples for all three platforms, including parameter explanations and common issues. 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. https://blog.panshi.io/en/posts/vps-recovery-after-block/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/vps-recovery-after-block/ VPS 节点突然连不上？梳理从确认 IP 被封、判断封锁类型，到申请换 IP 或部署新节点的完整处理流程，附各主流服务商换 IP 操作方法。 https://blog.panshi.io/en/posts/ai-tools-residential-proxy/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/ai-tools-residential-proxy/ Do you often encounter various restrictions when accessing Claude or ChatGPT via VPS nodes? The root cause is that datacenter IPs are identified as proxy traffic. This article explains the principles of IP quality classification and why residential IPs can bypass these restrictions. https://blog.panshi.io/en/posts/xray-reality-complete-guide/ Wed, 15 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/xray-reality-complete-guide/ REALITY is Xray&#39;s currently most difficult-to-detect transmission protocol: directly borrows TLS handshakes from real websites, no need for its own domain and certificate. This article comprehensively explains from principles to deployment, including SNI selection, Short ID configuration, and common pitfalls. https://blog.panshi.io/en/posts/binance-api-security/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/binance-api-security/ Complete Binance API Key setup process covering creation, permission minimization, IP whitelisting, and secure storage—essential for live quantitative trading https://blog.panshi.io/en/posts/btc-dca-vs-grid/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/btc-dca-vs-grid/ A comparison of BTC dollar-cost averaging and grid trading from three dimensions—returns, risk, and psychological burden—along with selection suggestions suitable for different scenarios and practical implementation methods. https://blog.panshi.io/en/posts/claude-sonnet-vs-opus/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/claude-sonnet-vs-opus/ Compare Claude Sonnet 4.6 and Opus 4.6 across three dimensions—speed, quality, and cost—with real-world use case comparison tables to help you minimize AI costs. https://blog.panshi.io/en/posts/mihomo-split-rules/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/mihomo-split-rules/ Detailed Explanation of Mihomo (Clash Meta) Traffic Splitting Rule Syntax: Domain Rules, IP Rules, GeoIP, Rule Sets, Process Rules, with Complete and Practical Configuration Templates. https://blog.panshi.io/en/posts/dmit-vps-purchase-guide/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/dmit-vps-purchase-guide/ DMIT VPS Complete Purchase Guide: Account Registration, Plan Selection, Payment Methods, SSH Connection and Basic Setup After Activation, Including Frequently Asked Questions https://blog.panshi.io/en/posts/binance-fee-reduction/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/binance-fee-reduction/ BNB fee discounts, VIP tier system, referral registration, futures fee optimization—help you reduce Binance trading costs to the minimum. https://blog.panshi.io/en/posts/quant-stop-loss-design/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/quant-stop-loss-design/ Design principles and parameter selection for fixed stop-loss, ATR dynamic stop-loss, trailing stop-loss, and time-based stop-loss, combined with practical experience from BTC trend strategy. https://blog.panshi.io/en/posts/iproyal-residential-ip/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/iproyal-residential-ip/ Differences between residential IP and data center IP, IPRoyal use cases, billing methods and practical guides, including account registration, AI tool access, data collection and other scenarios. https://blog.panshi.io/en/posts/copilot-pro-plus-review/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/copilot-pro-plus-review/ GitHub Copilot Pro+ costs $19 per month, but I spent $80 per month on two accounts. This article breaks down its actual value to help you decide if it&#39;s worth subscribing. https://blog.panshi.io/en/posts/prometheus-grafana-vps-monitoring/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/prometheus-grafana-vps-monitoring/ Complete Tutorial: Deploy Node Exporter + Prometheus + Grafana on VPS to Achieve Real-time Monitoring and Alert Notifications for CPU/Memory/Traffic/Processes https://blog.panshi.io/en/posts/safepal-hardware-wallet/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/safepal-hardware-wallet/ SafePal S1 Hardware Wallet Complete Tutorial from Unboxing to Daily Use: Initialization, Seed Phrase Backup, Adding Assets, Sending and Receiving, Security Precautions. https://blog.panshi.io/en/posts/edgetunnel-cf-workers-vless/ Fri, 10 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/edgetunnel-cf-workers-vless/ No VPS required: Build a VLESS proxy node using Cloudflare Workers&#39; free tier, with complete deployment steps, subscription link generation, and mihomo integration tutorial. https://blog.panshi.io/en/posts/typeless-vs-keyboard-workflow/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/typeless-vs-keyboard-workflow/ Voice input is more than just &#39;speaking instead of typing&#39;—combined with AI-powered formatting, it becomes a systematic speed multiplier for writing, development, and communication. Here are three real-world scenarios. https://blog.panshi.io/en/posts/typeless-privacy-ai-features/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/typeless-privacy-ai-features/ Typeless Is More Than Speech-to-Text—Here&#39;s What Its AI Layer Really Does: Eliminating verbal tics, intelligent formatting, privacy safeguards, personalized learning—examining the real-world impact of each feature. https://blog.panshi.io/en/posts/typeless-ai-voice-input/ Wed, 08 Apr 2026 00:00:00 +0000 https://blog.panshi.io/en/posts/typeless-ai-voice-input/ After three weeks using Typeless AI voice input, speed jumped from 45 WPM to 200+, with automatic Chinese-English switching and filler removal—sharing real experience. https://blog.panshi.io/en/posts/5000-usd-token-what-i-built.thread/ Mon, 01 Jan 0001 00:00:00 +0000 https://blog.panshi.io/en/posts/5000-usd-token-what-i-built.thread/ <p>1 Month, $5000 in AI Subscriptions and Tokens.</p> <p>I&rsquo;m one person. With Claude Code + Codex + Copilot, I built 18 distinct systems. ~50k lines of code.</p> <p>If you hired 2 full-stack engineers to build this from scratch, it&rsquo;d take 6–12 months and cost ¥300k–600k.</p> <p>Here&rsquo;s what I built in each section 👇 (1/7)</p> <hr> <p>【Quant Trading + Blog Traffic Acquisition】</p> <p>🧠 Quant: Polaris strategy versions 1/5/6 live trading, dual-machine hot standby, backtesting lab v2 (Numba JIT + Walk-Forward + Monte Carlo + multi-symbol portfolio), desensitized Mac standby.</p>