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Scan any codebase in 3s, then verify what your AI builds
3秒扫描任何代码库，验证AI构建结果，开源神器助你掌控项目全貌
Article URL: https://github.com/anatomia-dev/anatomia Comments URL: https://news.ycombinator.com/item?id=48253446 Points: 2 # Comments: 0
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MashuPack
一键整理代码库，让 Claude 和 ChatGPT 秒懂你的项目结构！
Turn codebases into a clean file for Claude and ChatGPT Discussion | Link
3
Running Claude Code across multiple repos without losing context
多仓库编程时用Claude Code保持上下文，避免重复解释代码库信息，提升效率。
Originally published at claudeguide.io/claude-code-workflow-multi-repo Running Claude Code across multiple repos without losing context If you work on…
4
Orchestrating AI Code Review at scale
Cloudflare分享大规模部署AI代码审查的实践经验，从瓶颈到解决方案，技术细节与工程思考兼具。
Learn about how we built a CI-native AI code reviewer using OpenCode that helps our engineers ship better, safer code.
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OpenAI’s New GPT-5.5 Powers Codex on NVIDIA Infrastructure — and NVIDIA Is Already Putting It to Work
GPT-5.5 驱动 Codex 在 NVIDIA 基础设施上运行，上万员工实测效率飙升，成本直降 35 倍
AI agents have revolutionized developer workflows, and their next frontier is knowledge work: processing information, solving complex problems, coming…
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Slashing Development Costs
WP Engine 用 Starlight 重建文档站，开发成本降50%，95%时间用于内容创作
How WP Engine Lowered Development Costs by Over 50% with Astro’s Starlight
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Show HN: One dev environment for humans, CI, and AI agents
统一开发环境，同时服务人类开发者、CI 和 AI 代理，告别“在我机器上能跑”的尴尬。
Article URL: https://ralch.com/blog/one-dev-environment-for-humans-ci-and-agents/ Comments URL: https://news.ycombinator.com/item?id=48207247 Points: …
8
Show HN: AIPS – A Claude Code plugin to stop re-doing AI setup every project
告别重复配置，一键复用Claude Code环境设置，提升项目开发效率。
Article URL: https://github.com/kernalix7/AIPS Comments URL: https://news.ycombinator.com/item?id=48192082 Points: 2 # Comments: 0
9
How I Built a CLI That Generates 12 Project Templates in 3 Seconds
3秒生成12种项目模板的零依赖CLI，终结重复配置噩梦。
Every developer knows the pain: you have a great idea, open your terminal, and then... spend the next 30 minutes setting up boilerplate. npm create vi…
10
Why Rails 8 is the Only Choice for the Modern Solopreneur
Rails 8 让独立开发者摆脱团队依赖，专注产品而非基础设施，开发速度碾压其他框架。
In the world of startups, there is a dangerous myth. People think that to build a "real" application, you need a team of five: a frontend expert, a ba…
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Practical Use Of AI Coding Tools For The Responsible Developer
负责任地使用AI编码工具，告别重复劳动，提升开发效率与代码质量。
AI coding tools like agents can be valuable allies in everyday development work. They help handle time-consuming grunt work, guide you through large l…
12
Session Amnesia: The Hidden Cost of Stateless AI Coding Assistants
揭秘无状态AI编程助手的“会话失忆”问题，帮你避免效率陷阱。
Article URL: https://www.aisterna.com/post/session-amnesia-the-hidden-cost-of-stateless-ai-coding-assistants Comments URL: https://news.ycombinator.co…
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I don't want to be a programmer, I want to remind developers that they are failing us and they must take action
开发者被多款AI工具和插件折磨，这篇文章直击碎片化痛点，给出统一接口的解决思路。
use Claude for project planning (it's expensive), use DeepSeek or a cheap Chinese model for coding, use Gemini for review. Errors here, errors there, …
14
The clean-up cost of AI code is what the velocity narrative leaves out
AI生成代码虽提升速度，却隐藏高昂清洁成本，揭示效率叙事背后的被忽视问题。
Article URL: https://webflow.com/blog/cleanup-cost-ai-generated-code Comments URL: https://news.ycombinator.com/item?id=48162490 Points: 4 # Comments:…
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Show HN: AI that audits your codebase in 60 seconds
60秒完成代码库审计，AI让你从繁重的代码审查中解放，效率拉满。
Article URL: https://triyambakam-apex-corp.hf.space Comments URL: https://news.ycombinator.com/item?id=48156878 Points: 8 # Comments: 3
16
Ask HN: Is Java the ideal language for LLM-assisted coding?
探讨在LLM辅助编程时代，Java为何可能成为最理想语言的新视角
Which programming language to use, now that LLMs are writing code, is at the forefront of everybody's minds when they start a new project. Python, Rus…