Tag: 开发效率
All the articles with the tag "开发效率".
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AI Toolchain Supply Chain Security: A Full Post-Mortem of the Vercel Breach
A post-mortem of the April 2026 Vercel breach and its full attack chain: Roblox cheat script → Lumma Stealer → over-permissive OAuth → SSO lateral movement → leaked environment variables. We break down the security blind spot behind each link and the defenses developers should put in place.
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One CLAUDE.md File, 44K Stars in a Week: Karpathy's Four Principles for AI Coding
A breakdown of how the forrestchang/andrej-karpathy-skills repo gained 44K stars in a single week: Karpathy's four principles for AI coding (think before coding, simplicity first, surgical changes, goal-driven execution), and how to use them directly in Claude Code.
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Two Claude Code Environment Variables You've Probably Never Used: EFFORT_LEVEL and ADDITIONAL_DIRECTORIES_CLAUDE_MD
A deep dive into two underrated Claude Code environment variables: CLAUDE_CODE_EFFORT_LEVEL controls the reasoning effort tier, and CLAUDE_CODE_ADDITIONAL_DIRECTORIES_CLAUDE_MD enables sharing rules across projects — with complete configuration examples and use cases.
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Getting Started with Claude Managed Agents: Let Anthropic Run Your Agent Loop
Claude Managed Agents, which entered public beta in April 2026, moves the agent loop, tool execution, and sandboxed runtime entirely into Anthropic's cloud—three API calls are all it takes to get an autonomous agent running. This post walks through the core concepts, demonstrates the full workflow with real code, and compares it against building your own.
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Hermes Agent in Practice: Embedding an AI Assistant into Your Development Workflow
Not another feature rundown of Hermes — this is what it's actually like after wiring it into a real development workflow: code review, requirement breakdown, doc generation, scheduled monitoring. Which scenarios genuinely help, and which ones will bite you.
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A Deep Dive into Claude Code Hooks: Making the AI Coding Tool Truly Fit Your Workflow
Claude Code Hooks might be the most underrated AI coding feature out there. This post starts with how the three hook types fire, then walks through 10+ real configurations from my blog agent, tooling site, and daily work to show how Hooks can make Claude Code truly part of your workflow.
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Hermes Agent Review: OpenClaw's Successor, a Multi-Platform AI Assistant with a Built-In Learning Loop
Hermes Agent is an open-source AI assistant framework from Nous Research, featuring a self-learning loop, cross-platform messaging integration, and cron scheduling, with one-command migration from OpenClaw configs. This post covers its core features, where it fits, and its limitations.
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Apifox Supply Chain Attack Post-Mortem: Your SSH Keys May Already Be Compromised
In March 2026, the Apifox desktop client was hit by a supply chain attack: a JS file on the official CDN was replaced with a malicious version that stole users' SSH keys, Git credentials, and other sensitive data. A technical breakdown of the attack chain, blast radius, and how to check if you were affected.