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Personalizing esketamine treatment in TRD and TRBD

https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1736114
1•PaulHoule•1m ago•0 comments

SpaceKit.xyz – a browser‑native VM for decentralized compute

https://spacekit.xyz
1•astorrivera•1m ago•1 comments

NotebookLM: The AI that only learns from you

https://byandrev.dev/en/blog/what-is-notebooklm
1•byandrev•2m ago•1 comments

Show HN: An open-source starter kit for developing with Postgres and ClickHouse

https://github.com/ClickHouse/postgres-clickhouse-stack
1•saisrirampur•2m ago•0 comments

Game Boy Advance d-pad capacitor measurements

https://gekkio.fi/blog/2026/game-boy-advance-d-pad-capacitor-measurements/
1•todsacerdoti•3m ago•0 comments

South Korean crypto firm accidentally sends $44B in bitcoins to users

https://www.reuters.com/world/asia-pacific/crypto-firm-accidentally-sends-44-billion-bitcoins-use...
1•layer8•3m ago•0 comments

Apache Poison Fountain

https://gist.github.com/jwakely/a511a5cab5eb36d088ecd1659fcee1d5
1•atomic128•5m ago•1 comments

Web.whatsapp.com appears to be having issues syncing and sending messages

http://web.whatsapp.com
1•sabujp•6m ago•2 comments

Google in Your Terminal

https://gogcli.sh/
1•johlo•7m ago•0 comments

Shannon: Claude Code for Pen Testing: #1 on Github today

https://github.com/KeygraphHQ/shannon
1•hendler•7m ago•0 comments

Anthropic: Latest Claude model finds more than 500 vulnerabilities

https://www.scworld.com/news/anthropic-latest-claude-model-finds-more-than-500-vulnerabilities
2•Bender•12m ago•0 comments

Brooklyn cemetery plans human composting option, stirring interest and debate

https://www.cbsnews.com/newyork/news/brooklyn-green-wood-cemetery-human-composting/
1•geox•12m ago•0 comments

Why the 'Strivers' Are Right

https://greyenlightenment.com/2026/02/03/the-strivers-were-right-all-along/
1•paulpauper•13m ago•0 comments

Brain Dumps as a Literary Form

https://davegriffith.substack.com/p/brain-dumps-as-a-literary-form
1•gmays•14m ago•0 comments

Agentic Coding and the Problem of Oracles

https://epkconsulting.substack.com/p/agentic-coding-and-the-problem-of
1•qingsworkshop•14m ago•0 comments

Malicious packages for dYdX cryptocurrency exchange empties user wallets

https://arstechnica.com/security/2026/02/malicious-packages-for-dydx-cryptocurrency-exchange-empt...
1•Bender•14m ago•0 comments

Show HN: I built a <400ms latency voice agent that runs on a 4gb vram GTX 1650"

https://github.com/pheonix-delta/axiom-voice-agent
1•shubham-coder•15m ago•0 comments

Penisgate erupts at Olympics; scandal exposes risks of bulking your bulge

https://arstechnica.com/health/2026/02/penisgate-erupts-at-olympics-scandal-exposes-risks-of-bulk...
4•Bender•16m ago•0 comments

Arcan Explained: A browser for different webs

https://arcan-fe.com/2026/01/26/arcan-explained-a-browser-for-different-webs/
1•fanf2•17m ago•0 comments

What did we learn from the AI Village in 2025?

https://theaidigest.org/village/blog/what-we-learned-2025
1•mrkO99•18m ago•0 comments

An open replacement for the IBM 3174 Establishment Controller

https://github.com/lowobservable/oec
1•bri3d•20m ago•0 comments

The P in PGP isn't for pain: encrypting emails in the browser

https://ckardaris.github.io/blog/2026/02/07/encrypted-email.html
2•ckardaris•22m ago•0 comments

Show HN: Mirror Parliament where users vote on top of politicians and draft laws

https://github.com/fokdelafons/lustra
1•fokdelafons•23m ago•1 comments

Ask HN: Opus 4.6 ignoring instructions, how to use 4.5 in Claude Code instead?

1•Chance-Device•24m ago•0 comments

We Mourn Our Craft

https://nolanlawson.com/2026/02/07/we-mourn-our-craft/
1•ColinWright•27m ago•0 comments

Jim Fan calls pixels the ultimate motor controller

https://robotsandstartups.substack.com/p/humanoids-platform-urdf-kitchen-nvidias
1•robotlaunch•30m ago•0 comments

Exploring a Modern SMTPE 2110 Broadcast Truck with My Dad

https://www.jeffgeerling.com/blog/2026/exploring-a-modern-smpte-2110-broadcast-truck-with-my-dad/
1•HotGarbage•31m ago•0 comments

AI UX Playground: Real-world examples of AI interaction design

https://www.aiuxplayground.com/
1•javiercr•31m ago•0 comments

The Field Guide to Design Futures

https://designfutures.guide/
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The Other Leverage in Software and AI

https://tomtunguz.com/the-other-leverage-in-software-and-ai/
1•gmays•34m ago•0 comments
Open in hackernews

Ask HN: Is a POSIX like interface for cloud infra a bad idea?

2•Asymi•3mo ago
As the title says, when humans think about infra, say in a systems design interview, we think high level in terms of components and data flow - not in any particular language (Terraform, CloudFormation) and not in any particular cloud (AWS/GCP/Azure).

I want to be able to declare cloud agnostic infra in some universal language, specify my functional and non functional requirements and push a button to deploy to any cloud.

There would be some intermediate representation of infrastructure and it would then up to us to implement for each cloud. We'd need to maintain a mapping from our language and the clouds in such a way that we can reproduce the infra we need in any cloud from the standard.

We'd need to stay on top of changing cloud APIs and we'd version our language, say a monthly release or something. The focus would be less on how does the user configure X DB, Y message queue, and Z compute - and more the user tells us that X, Y, Z should satisfy some NFRs and be connected in some way. Then we'd just create the infra for them.

I know this sounds a lot like Terraform, but I use that on the daily and have seen first hand how hard it is to go from one cloud to another. I'm aware cloud providers don't have an incentive to be interoperable and did some brief research on the topic. Seems like this has been tried before and hasn't really taken off - why is that? Just too hard? Cloud providers won't let you?

Is it a tarpit idea? Please let me know!

Comments

bigyabai•3mo ago
> I want to be able to declare cloud agnostic infra in some universal language, specify my functional and non functional requirements and push a button to deploy to any cloud.

Basically what NixOS is in my experience, where "cloud" is "NixOS machine" in this instance.

Asymi•3mo ago
Oh cool, this is completely new to me, going to check it out.
jonahbenton•3mo ago
The answer is probably a high level LLM supported agentic spec driven development workflow. A low level version of this can kind of be accomplished interactively with the cloud specific MCPs- noting that each major infra component has its own MCP exposing the complete API surface of that component. The prompts that could drive component interrogation (to get current state, which would no longer live in a TF state file in S3) and then would drive updates and changes would themselves need to be generated, hence the higher level agentic function. Driving the agentic prompt gen would be a spec driven workflow. You would maintain the natural language spec and would conversationally arrive at spec updates that would lead to proposed infra changes for approval.
Asymi•3mo ago
Ah that sounds very cool, so instead of having some deterministic mapping, you could just specify the requirements and have a test, the agent would iterate until it passes all tests - so you wouldn't actually need to maintain a codebase to translate from your language spec to cloud providers APIs. This is a cool way of thinking about it and I guess I'm still stuck in 2015! Going to give this a try and see how far it can go.
alganet•3mo ago
It depends on a lot of things.

How do you plan to manage state?

Asymi•3mo ago
Good question, I like the idea JohnaBenton suggested of farming off the mappings to an agent. As I understand it, you'd have a meta agent that consumes the spec and then an agent for each cloud that translates the spec.

A while back I thought that infra can be represented as a graph (a node is a think and a link is a relationship between things) so was leaning to having some kind of internal representation in a graph DB instead of a state file - but in the agentic age, I actually don't know if this even makes sense.

alganet•3mo ago
I see.

Why not have the LLM generate the whole thing? I mean, just prompt it to manage the cloud for you. Use some markdowns to keep the things that work, discard the things that don't, and keep doing trial and error until it works for your scenario.

You just need to find a reusable unit for those markdowns. Something simple and easy that can be composed and would allow an easier time doing the trial and error stuff.

JojoFatsani•3mo ago
There’s probably a Kubernetes operator pattern you could use for this. But really Terraform is hard to beat as the best abstraction for infra IMO.