https://blog.panshi.io/en/categories/ai-%E5%B7%A5%E4%BD%9C%E6%B5%81/ Recent content in AI 工作流 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 'image exceeds dimension limit for many-image requests (2000px)' error and can no longer send messages. The problem is not the last image, but rather: once Anthropic API'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/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/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/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's suitable for, with my real usage configuration. 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/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/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'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/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/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/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/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/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's worth subscribing.