用AI时别丢掉批判性思维
工程师Bruno Rocha提出"认知投降"概念，批评盲目信任AI的行为。他认为AI幻觉是LLM技术固有缺陷，新模型不会解决，工程师的核心价值在于对AI输出进行批判性验证。 建议三个实践：复杂任务时持续监督AI工作路径、用stop hook强制AI提供证据并亲自核实、逐行审查生成代码以防技能退化。 
评论
点赞
收藏我智能家居和家庭实验室的方方面面
<p>过去我曾写过几篇帖子，介绍我的家庭网络及智能家居自动化系统的整体布局情况。然而，随着时间的推移，这一切发生了翻天覆地的变化，如今正是时候更新一篇新文章！<br><br>这一次，我打算把所有内容整合到同一篇文章中。</p><h2>第一部分：网络栈</h2><p>我的网络基础设施完全采用Ubiquity硬件，原因很简单：我想要一款专为高级用户打造、同时又不会带来太多学习曲线的设备。虽然在处理这类任务时，我通常已经具备“超级用户”的水准，但现代网络往往极其复杂，因此我更倾向于选择位于曲线中间的位置，这样就能避免因配置错误而无法正常使用互联网所带来的压力。</p><p>顺便说一句，在正式开始之前，我想提醒大家：对于普通的家庭网络而言，这套配置其实完全有些“过头”了！我之所以选择这样的方案，只是觉得它很酷。<br><br>所以，如果你阅读这篇文章是因为想寻找设备推荐，那么请记住：其实，只要使用性能低得多的设备，很可能就已经足够满足你的需求了。</p><h2>路由器：云网关光纤</h2><p>在选择路由器时，我选择了——这款路由器在功能上堪称物超所值。它不仅配备了三个10 Gbps端口（其中一个是RJ45接口，还包含一个用于WAN的端口），甚至还配备了一个PoE+接口，可以为AP供电。<br><br>通常来说，这样的设备价格会非常高，但不知为何，它竟然……没有涨价，而且我想，市场也对此达成了一致——因为要找到这样一台路由器，简直难如登天。<br><br>截至撰写本文时，几乎在所有地方都已售罄。</p><h2>AP（Wi-Fi）：U7 Pr…</h2>
让 AI 停止假装人类的系统提示词
作者针对大模型过度拟人化的社交辞令（如“好问题”、“让我想想”）感到不适，分享了一套经过迭代优化的 System Prompt。该提示词强制模型采用类似 CLI 的中立技术语体，禁止使用第一人称和社交填充词，要求直接陈述事实与状态。 文中提供了具体的错误与正确用法对比示例，旨在让 AI 交互更简洁高效，适合追求低噪音、高确定性输出的开发者参考。
我用现代科技尝试将音乐录制到磁带录音机上
作者购买了一台1978年的Panasonic便携式磁带录音机，在修复了损坏的机械齿轮后，尝试将其与现代设备连接录制音乐。由于设备缺乏电平控制且音量过低，作者利用Boss Katana吉他音箱作为音频接口进行信号放大，成功实现了从Spotify流媒体到磁带的录制。 文章分享了复古硬件与现代音频设备结合的踩坑经验和具体连接方案。
Digitizing photos from the 1998 Game Boy Camera
One of my passions is retro game collecting, particularly things that I wanted to have as a kid but didn’t either because my parents couldn’t afford it or because those products weren’t available in B...
How my software engineering workflow has changed in the past year
Back in April 2025, I wrote a post about how AI has changed my software engineering workflow. However, the release of models like Opus 4.6 since then have changed the landscape of the industry so dram...
How my software engineering workflow has changed in the past year
Back in April 2025, I wrote a post about how AI has changed my software engineering workflow. However, the release of models like Opus 4.6 since then have changed the landscape of the industry so dram...
I upgraded all of my home networking equipment
Note: An updated version of this post is out! Check out "Everything about my smart home and homelab setup" instead. I recently upgraded all of my home networking equipment, and I thought the reasoning...
I upgraded all of my home networking equipment
I recently upgraded all of my home networking equipment, and I thought the reasoning and setup were interesting enough to justify writing a blog post about it. Here I will only cover the actual networ...
Reducing email spam with a domain and catch-all aliases
I've recently moved away from a regular Gmail account in favor of receiving email on my very own domain. I did that not just because I thought it would be cool and because it gives me more control ove...
How I'm using AI to improve my software engineering productivity (and why it will not steal your job)
Important: This post is outdated! Check out the updated version: How my software engineering workflow has changed in the past year. AI has become an important part of my daily software engineering wor...
How I'm using AI to improve my software engineering productivity (and why it will not steal your job)
Important: This post is outdated! Check out the updated version: How my software engineering workflow has changed in the past year. AI has become an important part of my daily software engineering wor... 
Things that did (and didn't) contribute to Burnout Buddy's success
Back in 2022 I launched Burnout Buddy, and today the app has succeeded far beyond my expectations. Netting between $600 and $1000 each month as of writing, BB has been growing 100% organically with li...
Things that did (and didn't) contribute to Burnout Buddy's success
Back in 2022 I launched Burnout Buddy, and today the app has succeeded far beyond my expectations. Netting between $600 and $1000 each month as of writing, BB has been growing 100% organically with li...
My Home Automation setup
Note: An updated version of this post is out! Check out "Everything about my smart home and homelab setup" instead. I recently upgraded my smart home hardware, and I felt like writing a post describin...
My Home Automation setup
I recently upgraded my smart home hardware, and I felt like writing a post describing my current setup to serve as inspiration for those wanting to get started or just interested in home automation in... 
What happens when you move a file in git?
Recently at work we were considering renaming a folder that contains an enormous amount of files, and we wondered whether or not that would have notable negative consequences for our git repository. W...
What happens when you move a file in git?
Recently at work we were considering renaming a folder that contains an enormous amount of files, and we wondered whether or not that would have notable negative consequences for our git repository. W...
Focus not on the task, but on the problem behind the task
Consider the following situation: A team is asked by their Product Manager to implement features X, Y, and Z into an existing system. The team then organizes itself and executes the project. After a c...
Focus not on the task, but on the problem behind the task
Consider the following situation: A team is asked by their Product Manager to implement features X, Y, and Z into an existing system. The team then organizes itself and executes the project. After a c... 
Working at startups vs large companies
Working at a large company like Apple or Google is such a common goal in the tech industry that there's even a market for selling courses and books designed to help people achieve this goal. But one t...
Working at startups vs large companies
Working at a large company like Apple or Google is such a common goal in the tech industry that there's even a market for selling courses and books designed to help people achieve this goal. But one t...