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The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
1•gozzoo•40s ago•0 comments

A Horrible Conclusion

https://addisoncrump.info/research/a-horrible-conclusion/
1•todsacerdoti•50s ago•0 comments

I spent $10k to automate my research at OpenAI with Codex

https://twitter.com/KarelDoostrlnck/status/2019477361557926281
1•tosh•1m ago•0 comments

From Zero to Hero: A Spring Boot Deep Dive

https://jcob-sikorski.github.io/me/
1•jjcob_sikorski•2m ago•0 comments

Show HN: Solving NP-Complete Structures via Information Noise Subtraction (P=NP)

https://zenodo.org/records/18395618
1•alemonti06•7m ago•1 comments

Cook New Emojis

https://emoji.supply/kitchen/
1•vasanthv•9m ago•0 comments

Show HN: LoKey Typer – A calm typing practice app with ambient soundscapes

https://mcp-tool-shop-org.github.io/LoKey-Typer/
1•mikeyfrilot•12m ago•0 comments

Long-Sought Proof Tames Some of Math's Unruliest Equations

https://www.quantamagazine.org/long-sought-proof-tames-some-of-maths-unruliest-equations-20260206/
1•asplake•13m ago•0 comments

Hacking the last Z80 computer – FOSDEM 2026 [video]

https://fosdem.org/2026/schedule/event/FEHLHY-hacking_the_last_z80_computer_ever_made/
1•michalpleban•14m ago•0 comments

Browser-use for Node.js v0.2.0: TS AI browser automation parity with PY v0.5.11

https://github.com/webllm/browser-use
1•unadlib•15m ago•0 comments

Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
1•mitchbob•15m ago•1 comments

Software Engineering Is Back

https://blog.alaindichiappari.dev/p/software-engineering-is-back
1•alainrk•16m ago•0 comments

Storyship: Turn Screen Recordings into Professional Demos

https://storyship.app/
1•JohnsonZou6523•16m ago•0 comments

Reputation Scores for GitHub Accounts

https://shkspr.mobi/blog/2026/02/reputation-scores-for-github-accounts/
1•edent•20m ago•0 comments

A BSOD for All Seasons – Send Bad News via a Kernel Panic

https://bsod-fas.pages.dev/
1•keepamovin•23m ago•0 comments

Show HN: I got tired of copy-pasting between Claude windows, so I built Orcha

https://orcha.nl
1•buildingwdavid•23m ago•0 comments

Omarchy First Impressions

https://brianlovin.com/writing/omarchy-first-impressions-CEEstJk
2•tosh•28m ago•1 comments

Reinforcement Learning from Human Feedback

https://arxiv.org/abs/2504.12501
2•onurkanbkrc•29m ago•0 comments

Show HN: Versor – The "Unbending" Paradigm for Geometric Deep Learning

https://github.com/Concode0/Versor
1•concode0•30m ago•1 comments

Show HN: HypothesisHub – An open API where AI agents collaborate on medical res

https://medresearch-ai.org/hypotheses-hub/
1•panossk•33m ago•0 comments

Big Tech vs. OpenClaw

https://www.jakequist.com/thoughts/big-tech-vs-openclaw/
1•headalgorithm•36m ago•0 comments

Anofox Forecast

https://anofox.com/docs/forecast/
1•marklit•36m ago•0 comments

Ask HN: How do you figure out where data lives across 100 microservices?

1•doodledood•36m ago•0 comments

Motus: A Unified Latent Action World Model

https://arxiv.org/abs/2512.13030
1•mnming•36m ago•0 comments

Rotten Tomatoes Desperately Claims 'Impossible' Rating for 'Melania' Is Real

https://www.thedailybeast.com/obsessed/rotten-tomatoes-desperately-claims-impossible-rating-for-m...
3•juujian•38m ago•2 comments

The protein denitrosylase SCoR2 regulates lipogenesis and fat storage [pdf]

https://www.science.org/doi/10.1126/scisignal.adv0660
1•thunderbong•40m ago•0 comments

Los Alamos Primer

https://blog.szczepan.org/blog/los-alamos-primer/
1•alkyon•42m ago•0 comments

NewASM Virtual Machine

https://github.com/bracesoftware/newasm
2•DEntisT_•44m ago•0 comments

Terminal-Bench 2.0 Leaderboard

https://www.tbench.ai/leaderboard/terminal-bench/2.0
2•tosh•44m ago•0 comments

I vibe coded a BBS bank with a real working ledger

https://mini-ledger.exe.xyz/
1•simonvc•45m ago•1 comments
Open in hackernews

A brief history of Time Machine (2024)

https://eclecticlight.co/2024/09/07/a-brief-history-of-time-machine/
45•firloop•3mo ago

Comments

asplake•2mo ago
I wonder if they have considered Time Machine as a kind of private Dropbox, such that some directories are shares between machines, perhaps even remotely. I haven’t owned a Time Machine for at least a decade, but I might be tempted back by something like that.
adastra22•2mo ago
Isn’t that what iCloud files is?
setopt•2mo ago
I don’t think it’s the right tool for that. Sync and Backup require different architectures to function optimally.
doener•2mo ago
There is no other software I have used where the attractive design contrasts so starkly with the broken functionality.
8fingerlouie•2mo ago
And yet, despite all it's bells and whistles, it hasn't kept up with the times.

Apple introduced "icloud optimized storage" about a decade ago, and Time Machine still doesn't support backing up files that have been offloaded to iCloud.

While you can trigger a file download of files from iCloud, the design of Photos, where it replaces originals with "space optimized versions" means only Apple Photos can download original photos, and Time Machine will just backup a bunch of useless preview files.

i REALLY wish Apple would implement a way in MacOS to download and backup ALL iCloud content, especially given that Apples own recommendations are a bunch of manual steps : https://support.apple.com/en-us/108306

kgwgk•2mo ago
They need all the human and computing resources to make things translucent and confusing - making useful things that work properly is low priority.
lukestevens•2mo ago
I've used Time Machine for years with a cheap HD hanging off an old Airport Extreme, until today, incidentally.

MacOS had started warning that this approach won't be supported in the future. After upgrading to Tahoe, Time Machine kept saying backup failed, no matter what I did, despite the fact it should still work. Oh well, I'll just delete the old backup and create a new one.

I delete the old backup, click "Add Backup Disk...", select the backup disk, and get blocked with "[Drive] can only be used if it contains existing Time Machine backups for this Mac." It did! You broke them!

UGH.

I thought I'd get another year out of it. Apple in their wisdom has decided otherwise. Now I have no historical or ongoing backups.

Any recs on what to use instead?

setopt•2mo ago
Arq Backup works great on Mac. It has a lot of smart features like only backing up on certain networks, only backing up when external power is connected, etc. You can backup either locally or remote (encrypted then uploaded to your preferred cloud provider, I used BackBlaze B2).

If you prefer free and open source, you can try Vorta (based on Borg Backup which I can also vouch for).

lukestevens•2mo ago
Thanks, I'll check out Arq! I use BackBlaze's backup service too, but want something local.
dsego•2mo ago
Carbon Copy Cloner.
zikduruqe•2mo ago
There's always rsync or rclone, and cron.
hmng•2mo ago
Version 1 of Time Machine was great, you could travel to the past and see how your documents looked like! Too bad that they never released version 2. Would have been great to be able to travel into the future and see how your documents would look like.
ROOFLES•2mo ago
i stopped counting how often Time Machine randomly stopped working on my wifes Macbook to our NAS. What a garbage software.
stuxnet79•2mo ago
As a recent Linux to MacOS convert, I have been eyeing Time Machine as a simple backup solution. From reading the comments here it sounds like this is a far-fetched idealistic goal which is disappointing.

This seems to have not always been the case so where did things go wrong with Time Machine? Was there a particular MacOS release that broke everything?

Also what is really the gold standard in terms of backups? On Linux land I never had a great system. All I did was manually copy my drive every 6 months to a few external disks using clonezilla and gparted. This was tedious and not very user friendly.

Recently I learned of ZFS with its CoW approach and support for snapshots & it has piqued my interest. However while it may be a strictly superior way of doing backups its still not very user friendly. I have to budget time to learn it, set it up and of course its absolutely hopeless to expect my non-technical friends/family to figure it out.

Ultimately I'm seeking a tool that has good enough UI / UX that even my non-technical friends & family can use but supports incremental backups / snapshots along with detecting + auto correcting data corruption issues.

Does such a thing exist? Who are the big contenders in this space?

thought_alarm•2mo ago
When you hear people complaining about Time Machine you can stop listening once they mention their NAS. Time Machine over the network has never been properly supported and is inherently unsafe.

Time Machine to a local drive connected via USB is great.

If you want to backup over the network you will have to find another solution.

marceldegraaf•2mo ago
Arq (https://www.arqbackup.com/) is a pretty decent backup solution for macOS (and Windows) that lets you bring your own storage. So you can let it back up to Amazon S3/Glacier, Dropbox, your own NAS with ZFS, or one of the other supported destinations.
wpm•2mo ago
I augment Time Machine with Carbon Copy Cloner. Well worth the cost.
n8henrie•2mo ago
Use Time Machine over SMB to a ZFS-backed drive. Works great, even remotely. See my longer comment elsewhere in this thread.
jdlshore•2mo ago
Try Time Machine first. As with many things, the complainers are much louder than the people for whom it just works.

I’ve been using it since it came out with plenty of success. The key is to use a USB drive rather than a network drive. If the drive gets corrupted (it’s happened to me a few times over the years, although not in the last several), just wipe it and start a new backup.

alsetmusic•2mo ago
I used to have problems with the TM db files becoming corrupted on my NAS, but that hasn't happened in at least five years. I also have a local USB drive connected for alternating backups, but even so the NAS has been fine for quite some time.

Someone said TM was never fully supported over a network, but that's bullshit. Apple used to sell a wifi hotspot with built-in storage called Time Capsule. First party network support is different from third-party NAS support, sure. But the statement was overly broad.

(I also clone nightly to another USB drive, fwiw… And backup to the cloud with Backblaze. And left a drive with a friend last weekend for local offsites. And plan to ship another to a friend in a different geographic region in case of natural disaster. I guess you could say that the stakes are pretty low for my NAS backup, but that doesn't change that it's been solid for a good amount of time.)

ndegruchy•2mo ago
I've not had much of a problem with Time Machine. It works as advertised and does so quietly and without much input. The only thing I've had to do is turn off scheduled backups, as it tries to do a backup while I'm on a slow connection. This is because it can still see my NAS over Tailscale. I just put the menubar icon up there and trigger it when I get home.

I wonder if most folks have different expectations from it. Most of the HN crowd are probably already familiar with the usual suspects, so the lack of options and visibility into the process are probably concerns. For most folks, though, I imagine it's turn it on and forget it.

JSR_FDED•2mo ago
Time Machine has been rock solid for ten years for my wife, who is an ordinary user.

I use SuperDuper which has also been solid for even longer.

codeulike•2mo ago
Whenever I've tried to use Time Machine over the network, to a NAS or even to another Mac, it craps out after a few months and says the backups are invalid and asks to start again from scratch.

Advice seems to be 'only use it with external drives' and then every time you plug the drive in it wants the password.

egypturnash•2mo ago
I’ve been using it on an external drive since it first appeared and I’ve never had to enter a password when I plug my laptop into my desk’s hub.
n8henrie•2mo ago
For the last several years I've very happily used it over SMB to ZFS (with autosnaps) for this very reason, and wrote an AppleScript to automatically "verify" it every week or so.

Once or twice a year it gives a verify error (i imagine this is because a plug gets pulled halfway through a backup on one side or the other), and I just have to go find the last verified date, zfs rollback, and then re-verify. Afterwards it picks up where I left off, and the historical backups are preserved.

Wish it didn't require this extra effort in the first place, but much better than having to nuke and pave every time.

Even better, it's working great over Tailscale so I can even use it remotely. Only big hiccup I ran into was figuring out some ZFS setting about quota vs refquota (something like that) to have the Time Machine's (artificial) space limit match the ZFS quota so that Time Machine would prune the oldest backups appropriately (otherwise the ZFS snapshots took up an unpredictable amount of space and Time Machine would unexpectedly get out of space errors before hitting its space limit).

dijit•2mo ago
That would make me lose my mind.

Counter Anecdote: it "just works" for me over SMB, I'm using a Synology DS119+ with a hard quote on 3x my laptops drive size though.

I have run out of disk space on the NAS before though, and that's an annoying pop-up.

TexanFeller•2mo ago
I used to get that constantly when I was backing up to a Synology NAS. I switched to an ASUSTOR AsusFlash NAS connecting over SMB and haven't had a single problem since. New NAS is M.2 based and can easily saturate its 10gbe link.

Side note, Synology is dead to me. Synology became consumer hostile with trying to force you to use their drives, they don't have good small scale M.2 options(at least as of last year when I upgraded), and their stuff doesn't even work for me reliably.

ubermonkey•2mo ago
The only time I ever needed catastrophic backup recovery -- thanks to a robbery a dozen years ago -- Time Machine saved me. I bought a new Mac, plugged in the TM drive, told it to migrate, and stepped out for lunch. When I came back, even my browser windows were restored. I was pretty impressed.

I continue to keep a TM running on both my primary machine and my "media server" laptop. Because I'm an old nerd and I have those scars, though, TM is only one part of my backup regime. I also use a cloud provider, plus somewhat regular drive image backups stored in trusted friend's home, plus doing most of my work via a Dropbox account that's replicated across machines. But the front line remains Time Machine.

I used my TM backup last week to migrate into a new Mac. It worked, nearly as I can tell, with 99% fidelity. For SOME reason, some app data in ~/Library wasn't brought over. No idea why, but I suspect it's the weird container folders that are now the default app-data-storage location for most tools (vs., say, just letting the user create a folder in ~/Documents, which I'd prefer).