忘却の分子機構が明らかになった今、タンパク質を「中から見る」意味が変わる理由
忘却の分子機構が明らかになった今、タンパク質を「中から見る」意味が変わる理由 先週、Nature に掲載された「忘却の分子機構」に関する論文を読んだとき、私の手元にあった Jupyter Notebook が突然、単なるデータ解析ツールから「生物学の内部を覗き見る窓」へと変わった気がした。 それまで私は、タンパク質の立…
Englishdev.to Python
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言栖资讯收录 222514 篇 AI、开发与建站文章，按发布时间排序，支持搜索与按语言筛选。
JSON to Table in Python: 10 Working Recipes
You called pd.json_normalize on an API response. One line, a DataFrame, done. Then you looked at the items column and found a whole list of dicts crammed into e…
Englishdev.to Python
Making Hindsight Answers Checkable in a Streamlit App
What the app sits on Ninaivu is an ML lab notebook agent. It trains real scikit-learn models on the Telco Customer Churn dataset from Kaggle, remembers each exp…
Englishdev.to Python
TouchDiffusion on TouchDesigner: 'Active engine: None' is a sys.path problem
TouchDiffusion kept telling me Active engine: None . The engine was fine. The model files were fine. The cause was sys.path order. The symptom chain name 'Strea…
Englishdev.to Python
Build and Deploy a “Hello World” Web App with Streamlit Community Cloud + GitHub
In this mini-guide, you’ll build a simple Python web app, upload your code to GitHub, and deploy it for free using Streamlit Community Cloud. By the end, you’ll…
Englishdev.to Python
2026 B站评论爬虫：Python 无需登录采集评论、弹幕、UP主数据（自动处理 w_rid 签名，一键导出 Excel）
关键词：B站爬虫、B站评论爬取、B站弹幕下载、UP主数据采集、w_rid 签名、WBI、Python 爬虫、哔哩哔哩数据 做舆情分析、竞品调研、找 UP主 合作，最常见的需求就是批量拿到 B站评论、弹幕和 UP主 数据 。但很多人照着网上的旧教程写爬虫，很快就会遇到这些问题： 评论接口多了 w_rid 和 wts 参数…
Englishdev.to Python
Retries Are Not Free: Five Myths, an Attempt Ledger, and a Stop Rule
A job failed at 2am. It passed on the third try. Everyone went back to sleep. Two hours later, support found three identical orders. The retry worked. The side …
Englishdev.to DevOps
Software Handover Checklist: Run What You Launch
By JC TechLabs Launch is not handover. A release can pass its tests and still leave a team unsure how to pause a job, restore a backup or escalate an incident. …
Englishdev.to DevOps
Cross-Platform Data Synchronization: Step-by-Step Planning Guide
A CI/CD pipeline improvement roadmap helps engineering teams make software delivery faster, more reliable, and more secure without adding unnecessary complexity…
Englishdev.to DevOps
Hot take: อย่าใส่ --atomic ทุก helm upgrade แบบไม่คิด เพราะ rollback เงียบๆ ก็ซ่อนหลักฐานได้
ผมเคยเจอ pipeline ที่ทุกคนในทีมภูมิใจมาก ทุก helm upgrade มี --atomic ติดไว้หมด เหตุผลคือ "deploy พังแล้วมันย้อนให้เอง ไม่ต้องตื่นมาแก้" ฟังดูดีใช่ไหม ผมก็เห็นด…
Englishdev.to DevOps
AI API Streaming Not Working? Debug SSE and Nginx Buffering
You enable streaming in an AI API request. The server returns 200. Then nothing appears for several seconds, and the entire answer lands at once. Before changin…
Englishdev.to DevOps
EZ PM2 GUI: a web dashboard for managing PM2 and investigating logs
I build and maintain EZ PM2 GUI , an open-source web interface for the PM2 process manager. It brings process controls, metrics and logs together in a browser, …
Englishdev.to DevOps
Headron Software: Building the Infrastructure for AI That Can Prove Its Work
As artificial intelligence moves from generating answers to executing real work, a new engineering challenge is emerging: how do we know an autonomous system ha…
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How We Cut Maven & JUnit 5 Test Runs by 61% Across Apache Repos Without Missing Regressions
How We Cut Maven & JUnit 5 Test Runs by 61% Across Apache Repos Without Missing Regressions Most "predictive test selection" write-ups for Java come from vendor…
Englishdev.to DevOps
An AI Email Agent Is Not an After-Hours Queue: 12 Coverage Tests for SMEs
“24/7 AI Agent” Is Not a Coverage Plan: A 12-Case Test for SME Service An AI agent can answer at 02:00 and still fail the promise a customer hears in “24/7 supp…
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Snigdha OS Is Entering a New Chapter — Meet Snigdha OS Eclipse
We've been making some significant decisions behind the scenes at Snigdha OS . And this time, we're not simply updating a desktop environment, changing wallpape…
Englishdev.to DevOps
DMARC Rollout Plan: From p=none to p=reject Without Losing Mail
What a DMARC rollout is really doing DMARC lets a domain owner tell receiving mail systems what to do with messages that claim to be from the domain but fail au…
Englishdev.to DevOps
How to Lock Down an AI Agent Dashboard Before It Becomes an Attack Surface
An AI security agent can be useful inside an authorized test environment. Put its control panel on a public IP, leave its database reachable, and the same syste…
Englishdev.to Docker
Authentik 2025.8 to 2026.8: The Breakable Parts Nobody Warns You About
Originally published on my blog — read it there with the full context, code and updates . I run authentik as the single sign-on gate in front of my self-hosted …
Englishdev.to Docker
Tencent's chief AI scientist Yao Shunyu says AI's bio abilities will soon make it "possible to do harm" and Anthropic has a "strong argument" for closed models (Vincent Chow/South China Morning Post)
Vincent Chow / South China Morning Post : Tencent's chief AI scientist Yao Shunyu says AI's bio abilities will soon make it “possible to do harm” and Anthropic …
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