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An AI model that can read and diagnose a brain MRI in seconds

https://www.michiganmedicine.org/health-lab/ai-model-can-read-and-diagnose-brain-mri-seconds
1•hhs•3m ago•0 comments

Dev with 5 of experience switched to Rails, what should I be careful about?

1•vampiregrey•6m ago•0 comments

AlphaFace: High Fidelity and Real-Time Face Swapper Robust to Facial Pose

https://arxiv.org/abs/2601.16429
1•PaulHoule•7m ago•0 comments

Scientists discover “levitating” time crystals that you can hold in your hand

https://www.nyu.edu/about/news-publications/news/2026/february/scientists-discover--levitating--t...
1•hhs•9m ago•0 comments

Rammstein – Deutschland (C64 Cover, Real SID, 8-bit – 2019) [video]

https://www.youtube.com/watch?v=3VReIuv1GFo
1•erickhill•9m ago•0 comments

Tell HN: Yet Another Round of Zendesk Spam

1•Philpax•9m ago•0 comments

Postgres Message Queue (PGMQ)

https://github.com/pgmq/pgmq
1•Lwrless•13m ago•0 comments

Show HN: Django-rclone: Database and media backups for Django, powered by rclone

https://github.com/kjnez/django-rclone
1•cui•16m ago•1 comments

NY lawmakers proposed statewide data center moratorium

https://www.niagara-gazette.com/news/local_news/ny-lawmakers-proposed-statewide-data-center-morat...
1•geox•17m ago•0 comments

OpenClaw AI chatbots are running amok – these scientists are listening in

https://www.nature.com/articles/d41586-026-00370-w
2•EA-3167•18m ago•0 comments

Show HN: AI agent forgets user preferences every session. This fixes it

https://www.pref0.com/
6•fliellerjulian•20m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model

https://github.com/ghostty-org/ghostty/pull/10559
2•DustinEchoes•22m ago•0 comments

Show HN: SSHcode – Always-On Claude Code/OpenCode over Tailscale and Hetzner

https://github.com/sultanvaliyev/sshcode
1•sultanvaliyev•22m ago•0 comments

Microsoft appointed a quality czar. He has no direct reports and no budget

https://jpcaparas.medium.com/microsoft-appointed-a-quality-czar-he-has-no-direct-reports-and-no-b...
2•RickJWagner•24m ago•0 comments

Multi-agent coordination on Claude Code: 8 production pain points and patterns

https://gist.github.com/sigalovskinick/6cc1cef061f76b7edd198e0ebc863397
1•nikolasi•24m ago•0 comments

Washington Post CEO Will Lewis Steps Down After Stormy Tenure

https://www.nytimes.com/2026/02/07/technology/washington-post-will-lewis.html
10•jbegley•25m ago•1 comments

DevXT – Building the Future with AI That Acts

https://devxt.com
2•superpecmuscles•26m ago•4 comments

A Minimal OpenClaw Built with the OpenCode SDK

https://github.com/CefBoud/MonClaw
1•cefboud•26m ago•0 comments

The silent death of Good Code

https://amit.prasad.me/blog/rip-good-code
3•amitprasad•26m ago•0 comments

The Internal Negotiation You Have When Your Heart Rate Gets Uncomfortable

https://www.vo2maxpro.com/blog/internal-negotiation-heart-rate
1•GoodluckH•28m ago•0 comments

Show HN: Glance – Fast CSV inspection for the terminal (SIMD-accelerated)

https://github.com/AveryClapp/glance
2•AveryClapp•29m ago•0 comments

Busy for the Next Fifty to Sixty Bud

https://pestlemortar.substack.com/p/busy-for-the-next-fifty-to-sixty-had-all-my-money-in-bitcoin-...
1•mithradiumn•29m ago•0 comments

Imperative

https://pestlemortar.substack.com/p/imperative
1•mithradiumn•30m ago•0 comments

Show HN: I decomposed 87 tasks to find where AI agents structurally collapse

https://github.com/XxCotHGxX/Instruction_Entropy
2•XxCotHGxX•34m ago•1 comments

I went back to Linux and it was a mistake

https://www.theverge.com/report/875077/linux-was-a-mistake
3•timpera•35m ago•1 comments

Octrafic – open-source AI-assisted API testing from the CLI

https://github.com/Octrafic/octrafic-cli
1•mbadyl•37m ago•1 comments

US Accuses China of Secret Nuclear Testing

https://www.reuters.com/world/china/trump-has-been-clear-wanting-new-nuclear-arms-control-treaty-...
3•jandrewrogers•37m ago•2 comments

Peacock. A New Programming Language

2•hashhooshy•42m ago•1 comments

A postcard arrived: 'If you're reading this I'm dead, and I really liked you'

https://www.washingtonpost.com/lifestyle/2026/02/07/postcard-death-teacher-glickman/
4•bookofjoe•43m ago•1 comments

What to know about the software selloff

https://www.morningstar.com/markets/what-know-about-software-stock-selloff
2•RickJWagner•47m ago•0 comments
Open in hackernews

Does extreme remote proctoring measure developer skills?

4•ltsiciliano•1mo ago
I want to share my experience taking a CNCF Kubernetes certification exam today, in case it helps other developers make an informed decision.

This is a certification aimed at developers.

After seven months of intensive Kubernetes preparation, including hands-on work, books, paid courses, constant practice exams, and even building an AI-based question simulator, I started the exam and could not get past the first question.

Within less than 10 minutes, I was already warned for: - whispering to myself while reasoning - breathing more heavily due to nervousness

At that point, I was more focused on the proctor than on the exam itself. The technical content became secondary due to constant fear of additional warnings.

I want to be clear: I do not consider those seven months wasted. The knowledge stays with me. But I am willing to give up the certificate itself if the evaluation model makes it impossible to think normally.

If the proctoring rules are so strict that you cannot whisper or regulate your breathing, I honestly question why there is no physical testing center option.

I was also required to show drawers, hide coasters, and remove a child’s headset that was not even on the desk. The room was clean and compliant.

In real software engineering work, talking to yourself is normal. Rubber duck debugging is a well-known problem-solving technique. Prohibiting it feels disconnected from how developers actually work.

I am not posting this to attack anyone. I am sharing a factual experience and would genuinely like to hear from others: - Have you had similar experiences with CNCF or other remote-proctored exams? - Do you think this level of proctoring actually measures technical skill?

Comments

DetectDefect•1mo ago
At first I thought you were describing some dystopian Amazon exam, but no - CNCF Kubernetes certification appears to be organized by the Linux Foundation? They have lost their fucking minds. Avoid these tests of submission to authority, because your dignity is worth more and frankly so is your time.