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Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
1•ShinyaKoyano•2m ago•0 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
1•m00dy•3m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•4m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
1•okaywriting•11m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
1•todsacerdoti•13m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•14m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•15m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•16m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•16m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•17m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
3•pseudolus•17m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•21m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
2•bkls•21m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•22m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
4•roknovosel•23m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•31m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•31m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•33m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•33m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
2•surprisetalk•33m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
4•pseudolus•34m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•34m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•35m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
2•1vuio0pswjnm7•36m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•36m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
2•jackhalford•38m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•38m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
2•tangjiehao•40m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•41m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•42m ago•0 comments
Open in hackernews

Introduction to Unikernel: Building, deploying lightweight, secure applications

https://tallysolutions.com/technology/introduction-to-unikernel-2/
42•eyberg•6mo ago

Comments

perbu•6mo ago
Unikernels are quite an intriguing concept. They'll be re-discovered every five years, like programmers keep re-discovering functional programming.
burnt-resistor•6mo ago
They're flying cars and VR.

People eventually come to realize they're not so great when having to apply real-world, cross-cutting concerns like access control, audit, logging, debugging, profiling, monitoring, throttling, backup, and recovery.

The emperor's new clothes might have a hole or two in them.

phendrenad2•6mo ago
It seems that way because people are stuck thinking in terms of an operating system. Need access control? Put a file on the server. Need auditing? Log into the server. Need logging? A text file... on the server. None of these need be done this way, and in fact ways that make sense when you have a full operating system don't make sense with a unikernel. Hint: All of these things should be database-driven.
eyberg•6mo ago
Access Control: There is none internally. We don't have the notion of users.

Logging: Keep using whatever you want be it elasticsearch, syslog, cloudwatch, etc. No opinions here.

Debugging: GDB works fine and in many cases since you can simply export the vm in it's entirety and then attach to it locally this becomes even easier to debug than the same application running on linux.

Profiling: We support things like ftrace and of course things like prometheus you can export.

Monitoring: Kinda in the same boat as logging - keep using whatever you are using today - datadog, victoria metrics, etc.

Throttling: This is traditionally an app-level concern that someone would implement at perhaps a load balancing layer - keep using whatever you are using.

Backup/Recovery: Running unikernels make it trivial to backup as you can clone running vms. In fact most cloud deploys involve making a snapshot that is already stored as a 'backup' and makes things like rollback much easier to do.

burnt-resistor•6mo ago
Unikernels lack infrastructure to do any of these. That's why they're self-defeating canards.
eyberg•6mo ago
I'm not sure what your comment means? What infrastructure? I just broke apart each of those into examples of how people use them today.
burnt-resistor•6mo ago
Command line. Packages. Mounts. File systems. Any standard anything. There's nothing unless you reinvent the wheel. Standardization and repeatability allow reuse of the work of many others. Unikernels throw 99.99% of it away.
eyberg•6mo ago
Packages exist: https://repo.ops.city

Mounts also exist - in fact you can hotplug volumes on the fly on all the major clouds. People really like this cause they can do things like rotate ssl certs every few hours.

The file system exists - at the very least you need to load a program that sits on the filesystem but people are running webservers that write to temp files and load static assets and also databases.

wiradikusuma•6mo ago
Wake me up when you can unikernel-ize a Java framework like Quarkus or Spring.
eyberg•6mo ago
https://github.com/nanovms/ops-examples/tree/master/java/04-...
rwmj•6mo ago
Running Java applications was the original mission of OSv (https://osv.io/). Reading the website now they seem to have pivoted to running unmodified Linux applications.
eyberg•6mo ago
The rabbit hole goes even deeper. Georgios was thinking about this with Jikes even earlier: https://gousios.org/pub/gousios-mscthesis.pdf
wiradikusuma•6mo ago
Does it mean it can run Java compiled to Native Image?
eyberg•6mo ago
It doesn't necessarily mean that but yes you most definitely can run native images - another example showing that: https://github.com/nanovms/ops-examples/tree/master/java/07-... . Both of these pair very well with unikernels. Especially quarkus has excellent boot time and low mem usage.
DmitryOlshansky•6mo ago
Why not full VM with JIT? Seems much easier and more compatible with apps out there.
alex_duf•6mo ago
Because the JVM is fairly dynamic so it becomes hard to know which part to prune
eyberg•6mo ago
You can also run the full JVM and in fact I'd imagine that's how most of our JVM users actually use it today.
tuananh•6mo ago
@eyberg: i'm curious on how NanosVM Inception works? what's included in the image here

https://aws.amazon.com/marketplace/pp/prodview-lwk72eg6wfo3i

eyberg•6mo ago
Sorry - just now seeing this. This is a build of PVM that works with Nanos. We're also maintaining that patch set as I don't ever see it getting included into the kernel (not anytime soon anyways).
alrs•6mo ago
Undead, undead, undead.