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Cowork: Claude Code for the rest of your work

https://claude.com/blog/cowork-research-preview
662•adocomplete•7h ago•343 comments

TimeCapsuleLLM: LLM trained only on data from 1800-1875

https://github.com/haykgrigo3/TimeCapsuleLLM
495•admp•10h ago•206 comments

The Cray-1 Computer System (1977) [pdf]

https://s3data.computerhistory.org/brochures/cray.cray1.1977.102638650.pdf
28•LordGrey•3d ago•9 comments

The chess bot on Delta Air Lines will destroy you (2024) [video]

https://www.youtube.com/watch?v=c0mLhHDcY3I
161•cjaackie•6h ago•114 comments

Postal Arbitrage

https://walzr.com/postal-arbitrage
280•The28thDuck•9h ago•141 comments

Some ecologists fear their field is losing touch with nature

https://www.nature.com/articles/d41586-025-04150-w
56•Growtika•4d ago•26 comments

Floppy disks turn out to be the greatest TV remote for kids

https://blog.smartere.dk/2026/01/floppy-disks-the-best-tv-remote-for-kids/
507•mchro•13h ago•300 comments

Fabrice Bellard's TS Zip (2024)

https://www.bellard.org/ts_zip/
110•everlier•6h ago•47 comments

Unauthenticated remote code execution in OpenCode

https://cy.md/opencode-rce/
239•CyberShadow•1d ago•66 comments

Date is out, Temporal is in

https://piccalil.li/blog/date-is-out-and-temporal-is-in/
323•alexanderameye•11h ago•114 comments

LLVM: The bad parts

https://www.npopov.com/2026/01/11/LLVM-The-bad-parts.html
287•vitaut•12h ago•55 comments

Show HN: AI in SolidWorks

https://www.trylad.com
132•WillNickols•9h ago•74 comments

Show HN: Yolobox – Run AI coding agents with full sudo without nuking home dir

https://github.com/finbarr/yolobox
55•Finbarr•8h ago•40 comments

F2 (YC S25) Is Hiring

https://www.ycombinator.com/companies/f2/jobs/cJsc7Fe-product-designer
1•arctech•4h ago

Show HN: Agent-of-empires: OpenCode and Claude Code session manager

https://github.com/njbrake/agent-of-empires
68•river_otter•12h ago•19 comments

Perlsecret – Perl secret operators and constants

https://metacpan.org/dist/perlsecret/view/lib/perlsecret.pod
63•mjs•6d ago•21 comments

Google removes AI health summaries after investigation finds dangerous flaws

https://arstechnica.com/ai/2026/01/google-removes-some-ai-health-summaries-after-investigation-fi...
92•barishnamazov•3h ago•46 comments

Apple picks Google's Gemini to power Siri

https://www.cnbc.com/2026/01/12/apple-google-ai-siri-gemini.html
673•stygiansonic•11h ago•389 comments

Tell HN: DigitalOcean's managed services broke each other after update

32•neilfrndes•1h ago•10 comments

Anthropic made a mistake in cutting off third-party clients

https://archaeologist.dev/artifacts/anthropic
221•codesparkle•15h ago•179 comments

Windows 8 Desktop Environment for Linux

https://github.com/er-bharat/Win8DE
156•edent•13h ago•152 comments

What old tennis players teach us (2017)

https://www.raphkoster.com/2017/09/22/31098/
36•surprisetalk•4d ago•20 comments

Ai, Japanese chimpanzee who counted and painted dies at 49

https://www.bbc.com/news/articles/cj9r3zl2ywyo
178•reconnecting•17h ago•60 comments

Message Queues: A Simple Guide with Analogies (2024)

https://www.cloudamqp.com/blog/message-queues-exaplined-with-analogies.html
78•byt3h3ad•9h ago•22 comments

Zen-C: Write like a high-level language, run like C

https://github.com/z-libs/Zen-C
163•simonpure•13h ago•94 comments

Ansible battle tested hardening for Linux, SSH, Nginx, MySQL

https://github.com/dev-sec/ansible-collection-hardening
55•walterbell•5d ago•11 comments

Ozempic is changing the foods Americans buy

https://news.cornell.edu/stories/2025/12/ozempic-changing-foods-americans-buy
334•giuliomagnifico•14h ago•579 comments

Personal thoughts/notes from working on Zootopia 2

https://blog.yiningkarlli.com/2025/12/zootopia-2.html
320•pantalaimon•5d ago•72 comments

Building a 25 Gbit/s workstation for the SCION Association

https://github.com/scionassociation/blog-25gbit-workstation
67•romshark•10h ago•26 comments

Show HN: Fall asleep by watching JavaScript load

https://github.com/sarusso/bedtime
50•sarusso•8h ago•17 comments
Open in hackernews

Tell HN: DigitalOcean's managed services broke each other after update

32•neilfrndes•1h ago
Yesterday my production app went down. The cause? DigitalOcean's managed PostgreSQL update broke private VPC connectivity to their managed Kubernetes.

Public endpoint worked. Private endpoint timed out. Root cause: a Cilium bug (#34503) where ARP entries go stale after infrastructure changes.

DO support responded relatively quickly (<12hrs). Their fix? Deploy a DaemonSet from a random GitHub user to ping stale ARP entries every 10 seconds. The upstream Cilium fix is merged but not yet deployed to DOKS. No ETA.

I chose managed services specifically to avoid ops emergencies. We're a tiny startup paying the premium so someone else handles this. Instead, I spent late night hours debugging VPC routing issues in a networking layer I don't control.

HN's usual advice is "just use managed services, focus on the business." Generally good advice. But managed doesn't mean worry-free, it means trading your failure modes for the vendor's failure modes. You're not choosing between problems and no problems. You're choosing between problems you control and (fewer?) problems you don't.

Still using DO. Still using managed services. Just with fewer illusions about what "managed" means.

Comments

cosmin800•1h ago
Lower prices come with a cost. I am not a fan of AWS but they higher reliability.
delish•32m ago
The font color implies this comment is downvoted, but I earnestly encourage readers to take very seriously the difference in SLOs and SLAs between high-cost vendors like AWS and GCP and low-cost vendors like DigitalOcean. Read their docs; do not assume DO is "the same, but lower cost."
deathanatos•15m ago
… are the published SLAs worth more than use as toilet paper?

I think it boils down to who offers the highest quality / $, and that's an impossible metric to really measure except via experience.

But with a number of the "big" clouds, there's what the SLA says, and then the actual lived performance of the system. Half the time the SLA weasels out of the outage — e.g., "the API works" is not in SLA scope for a number of cloud services, only thinks like "the service is serving your data". E.g., your database is up? SLA. You can make API calls modify it? Not so much. VMs are running? SLA. API calls to alloc/dealloc? No. Support responded to you? SLA. The respond contains any meaningful content? Not so fast. Even if your outage is covered by SLA, getting that SLA to action often requires a mountain of work: I have to prove to the cloud vendor that they've strayed from their own SLA¹, and force them to issue a credit, and often then the benefit of the credit outweight my time in salary. Oftentimes the exchanges in support town seem to reveal that the cloud provider has, apparently, no monitoring whatsoever to be able to see what actual perf I am experiencing. (E.g., I have had tickets with Azure where they seem blithely unaware their APIs are returning 500s …)

So, published is one thing. On paper, IDK, maybe Azure & GCP probably look pretty on par. In practice, I would laugh at that idea.

¹AWS is particularly guilty of this; I could summarize their support as "request ID or GTFO".

sethops1•1h ago
Obligatory, do you actually need kubernetes? I struggle to imagine any tiny startup that does.
osigurdson•51m ago
Running Kubernetes in a managed environment like DO is no harder than using docker compose.
cadamsdotcom•1h ago
100% uptime is impossible of course, a 100% reliable service would survive the next ice age.

But reliability at the holy grails of 4 and 5 nines (99.99%, 99.999% uptime) means ever greater investment - geographically dispersing your service, distributed systems, dealing with clock drift, multi master, eventual consistency, replication, sharding.. it’s a long list.

Questions to ask: could you do better yourself - with the resources you have? Is it worth the investment of a migration to get there? Whats the payoff period for that extra sliver of uptime? Will it cost you in focus over the longer term? Is the extra uptime worth all those costs?

solaris2007•52m ago
AWS designs and implements their foundational services holistically. I can understand that the services "higher up the stack" may not feel this way to AWS customers sometimes. However, the foundation of VPCs, EC2, EBS and S3, are very strong.

If the word "production" is suppose to really mean something to you, move your workload to Google Cloud, or move it to AWS, or on https://cast.ai

Disclaimer: I have no commercial affiliation with Cast AI.

kevin_nisbet•40m ago
> I chose managed services specifically to avoid ops emergencies. We're a tiny startup paying the premium so someone else handles this. Instead, I spent late night hours debugging VPC routing issues in a networking layer I don't control.

This happens with managed services and I understand the frustration, but vendors are just as fallible as the rest of us and are going to have wonky behaviour and outages, regardless of the stability they advertise. This is always part of build vs buy, buy doesn't always guarentee a friction free result.

It happens with the big cloud providers as well, I've spent hours with AWS chasing why some VMs are missing routing table entries inside the VPC, or on GCP we had to just ban a class of VMs because the packet processing was so bad we couldn't even get a file copy to complete between VMs.

mmh0000•17m ago

  > I chose managed services specifically to avoid ops emergencies
You may not be spending enough time on HN reading all the horror stories =P

The benefit of a managed service isn't that it doesn't go down; though it probably goes down less than something you self-manage, unless you're a full-time SRE with the experience to back it.

The benefit of a managed service is you say: "It's not my problem, I opened a ticket, now I'm going to get lunch, hope it's back up soon."

ebiederm•6m ago
I don't know if this is realistic but as a general rule if I was contracting with someone so that my business would have higher reliability, I would ask for a service level agreement with a agreed upon amount the vendor will pay you for every unit of time there service is not up.

At least then your pain is their pain, and they are incentivesed to prevent problems and fix them quickly.