https://blog.panshi.io/en/tags/ai/ Recent content in AI 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 00:00:00 +0000 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/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-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/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/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-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/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.