# AI Use Case 雷达 — 2026-03-25

> 今日扫描: HN(5) + Reddit(3) + GitHub(0) → 过滤后: 8 条有价值 → 新场景: 0 个

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## 🆕 新场景（0）

*今日无新场景*

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## ♻️ 已知场景的新案例（8）

### 工作流自动化（2 条）
- [Built an automation system that lets Claude Code work on ... - Reddit](https://www.reddit.com/r/ClaudeAI/comments/1omq702/built_an_automation_system_that_lets_claude_code/) — `unknown` — *工具: Claude Code CLI, GitHub Issues, Git, Godot, Python, Rust, React, Django*
- [[Question / Help] Development workflow with AI tools : r/vibecoding](https://www.reddit.com/r/vibecoding/comments/1qgnl64/question_help_development_workflow_with_ai_tools/) — `unknown` — *工具: Claude, Cursor, GitHub, Jira, Linear, Google Docs, Sheets, Confluence, Slack*

### 数据分析与可视化（1 条）
- [Show HN: Claude's Code – tracking the 19M+ commits generated by Claude on GitHub](https://www.claudescode.dev/) — `phantomCupcake` — *工具: Next.js, Recharts, PostgreSQL, GitHub API, BigQuery, GraphQL API*

### 代码生成与审查（4 条）
- [Show HN: Record manual QA flows, get E2E test code that fits your repo](https://quretests.com) — `mihau` — *工具: Qure, Playwright, Claude Code, AI agents, Desktop app, Built-in browser*
- [What's the best AI for “vibe coding” for someone who knows ... - Reddit](https://www.reddit.com/r/vibecoding/comments/1ov5opt/whats_the_best_ai_for_vibe_coding_for_someone_who/) — `unknown` — *工具: Gemini, Claude, ChatGPT, Lovable, VSCode, Claude Code, GitHub, Vercel, Netlify*
- [Show HN: Agent Kernel – Three Markdown files that make any AI agent stateful](https://github.com/oguzbilgic/agent-kernel) — `obilgic` — *工具: Markdown, AI agents*
- [Show HN: ProofShot – Give AI coding agents eyes to verify the UI they build](https://github.com/AmElmo/proofshot) — `jberthom` — *工具: ProofShot CLI, Claude Code, Cursor, Codex, agent-browser, Vercel Labs*

### 终端与CLI增强（1 条）
- [A free tool for bot and AI agent developers to validate their Web Bot Auth setup](https://fingerprint.com/blog/web-bot-auth-guide/) — `valve1` — *工具: Web Bot Auth validation tool, bot development tools, AI agent framework*

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## 🚫 过滤日志
今日过滤 0 条低价值内容。