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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•56s ago•0 comments

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

1•vampiregrey•3m ago•0 comments

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

https://arxiv.org/abs/2601.16429
1•PaulHoule•4m 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•6m ago•0 comments

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

https://www.youtube.com/watch?v=3VReIuv1GFo
1•erickhill•6m ago•0 comments

Tell HN: Yet Another Round of Zendesk Spam

1•Philpax•6m ago•0 comments

Postgres Message Queue (PGMQ)

https://github.com/pgmq/pgmq
1•Lwrless•10m ago•0 comments

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

https://github.com/kjnez/django-rclone
1•cui•13m 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•14m 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•15m ago•0 comments

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

https://www.pref0.com/
5•fliellerjulian•17m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model

https://github.com/ghostty-org/ghostty/pull/10559
2•DustinEchoes•19m ago•0 comments

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

https://github.com/sultanvaliyev/sshcode
1•sultanvaliyev•19m 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•21m ago•0 comments

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

https://gist.github.com/sigalovskinick/6cc1cef061f76b7edd198e0ebc863397
1•nikolasi•21m 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
7•jbegley•22m ago•1 comments

DevXT – Building the Future with AI That Acts

https://devxt.com
2•superpecmuscles•23m ago•4 comments

A Minimal OpenClaw Built with the OpenCode SDK

https://github.com/CefBoud/MonClaw
1•cefboud•23m ago•0 comments

The silent death of Good Code

https://amit.prasad.me/blog/rip-good-code
3•amitprasad•23m 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•25m ago•0 comments

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

https://github.com/AveryClapp/glance
2•AveryClapp•26m 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•27m ago•0 comments

Imperative

https://pestlemortar.substack.com/p/imperative
1•mithradiumn•28m ago•0 comments

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

https://github.com/XxCotHGxX/Instruction_Entropy
2•XxCotHGxX•31m 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•32m ago•1 comments

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

https://github.com/Octrafic/octrafic-cli
1•mbadyl•34m 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•35m ago•2 comments

Peacock. A New Programming Language

2•hashhooshy•39m 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•40m ago•1 comments

What to know about the software selloff

https://www.morningstar.com/markets/what-know-about-software-stock-selloff
2•RickJWagner•44m ago•0 comments
Open in hackernews

CLI's completion should know what options you've typed

https://hackers.pub/@hongminhee/2026/optique-context-aware-cli-completion
29•dahlia•3w ago

Comments

queenkjuul•3w ago
I think fish does this? I know it gives me branch names as completion options sometimes, idk how aware it is of the specific flags.
tiltowait•3w ago
fish is a bit insonsistent on it. For instance, `git add <tab>` will only autocomplete for modified files. It will also fill in wildcards, e.g. `cat *.txt <tab>` will expand to show all .txt files. On the failure side, `rm foo <tab>` will still show `foo` as an option.

IME, zsh has better autocompletion (which, at the time at least, was a separate install).

epage•3w ago
There are a couple differen things going on

- completions being aware of the subcommand

- dynamic look ups for specific values

- completions being aware of previous options, flags, and values

A lot of completions have the first. Some have the second. The last is rare. The completer needs knowledge of when flags, options, and value can be repeated and change which future options and values are suggested.

hnlmorg•3w ago
All shells do. Even alternate shells like Murex and Nushell.

The problem isn’t that they can’t, it’s that writing context aware shell completions is hard because every tool does things slightly differently, and typically completions are not done by the same people who wrote the CLI tool to begin with.

So you end up with a thousand edge cases where stuff isn’t 100% correct.

dgunay•3w ago
I have a small tool to manage agents, and one thing it does is let you select an --agent [codex|opencode|etc] and a --model. Valid --model values are specific to the agent though, and some agents like opencode support a huge amount of models.

When I added tab completion for --model that accounts for what --agent is set to, it made it 100x easier to use and I stopped relying on the defaults so much.

It's such a small thing but makes a big difference for discoverability.

frabonacci•3w ago
+1 to this. I’ve seen the same thing - once completion respects earlier flags, defaults matter less and the CLI becomes self-discoverable. Fish gets part of the way there, but having it modeled at the parser level feels like the missing piece
pvtmert•3w ago
shell completions consist of basically a state, and DAG (directed acyclic graph)

consider following

- git -> [ -C, <sub-commands> ]

- <sub-commands> -> [ add, branch, checkout, clone, remote, stash ]

- -C -> [ <directories> ]

- add -> [ <files>, <directories ]

...

- checkout -> [ <refs>, <files>, <directories> ]

---

obviously you could dump all these at every <tab> invocation, i usually create base+completions script considering completions for the base.

this way, i have tools & tools-completion, tools have sub-commands of fix, restart, connect, review, retrieve, etc.

each of these also have completions, like tools-restart-completions. those lists available services/daemons only

while installing, you only need to install "tools completions", that handles the redirect(s) to sub-commands and their sub-commands, making things easier to maintain, simple to operate, and independent.

fainpul•3w ago
I have to praise PowerShell here. You get tab completion [0], type checking, automatically generated syntax help text etc. for free, just by writing your CLI tool in PowerShell.

Then you can also use a simple, built-in, declarative DSL to gradually enhance the robustness of your CLI by adding more checks or constraints, or use "parameter sets" [1] to define which parameters can and cannot be used together — tab completion will behave accordingly and suggest only what's allowed.

Dynamic completers, like mentioned in the article, can also be done [2].

[0] https://learn.microsoft.com/en-us/powershell/scripting/learn...

[1] https://learn.microsoft.com/en-us/powershell/module/microsof...

[2] https://learn.microsoft.com/en-us/powershell/module/microsof...