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
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言栖资讯收录 220167 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。
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…
Englishdev.to DevOps
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…
Englishdev.to DevOps
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 …
EnglishTechmeme
An interview with Cognition CISO Alex Stamos on how AI is upending cybersecurity, AI-powered red teaming, vulnerabilities in legacy codebases, and more (Nilay Patel/The Verge)
Nilay Patel / The Verge : An interview with Cognition CISO Alex Stamos on how AI is upending cybersecurity, AI-powered red teaming, vulnerabilities in legacy co…
EnglishTechmeme
Jensen Huang's scandal poses a rare crisis in US corporate history, given the national security stakes, his centrality to Nvidia, and its role in the AI race (Andrew Edgecliffe-Johnson/Semafor)
Andrew Edgecliffe-Johnson / Semafor : Jensen Huang's scandal poses a rare crisis in US corporate history, given the national security stakes, his centrality to …
EnglishTechmeme
Apple Store Subscription Sign-Up Controversy Exposed
In a series of YouTube videos shared over the past two weeks, electronics technician and consumer rights advocate Louis Rossman has exposed a controversy in whi…
EnglishMacRumors
P2P model hosting and inference WebGPU,libp2p,IPFS
Article URL: https://metaversejs.github.io/peercompute/inference/ Comments URL: https://news.ycombinator.com/item?id=50420822 Points: 1 # Comments: 1
EnglishHacker News New
New Zealand children can't hold a pencil properly – new study
Article URL: https://www.rnz.co.nz/life/relationships/family/new-zealand-children-can-t-hold-a-pencil-properly-new-study Comments URL: https://news.ycombinator.…
EnglishHacker News New
A Critique of GPUI
Article URL: https://blog.zortax.de/posts/a-critique-of-gpui Comments URL: https://news.ycombinator.com/item?id=50420857 Points: 16 # Comments: 1
EnglishHacker News New
![Praxia [video]](/storage/uploads/covers/auto/p197390.svg)
Praxia [video]
Article URL: https://www.youtube.com/watch?v=vxB-jh96kVY Comments URL: https://news.ycombinator.com/item?id=50420862 Points: 1 # Comments: 1
EnglishHacker News New