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Suno, AI Music, and the Bad Future [video]

https://www.youtube.com/watch?v=U8dcFhF0Dlk
1•askl•1m ago•0 comments

Ask HN: How are researchers using AlphaFold in 2026?

1•jocho12•3m ago•0 comments

Running the "Reflections on Trusting Trust" Compiler

https://spawn-queue.acm.org/doi/10.1145/3786614
1•devooops•8m ago•0 comments

Watermark API – $0.01/image, 10x cheaper than Cloudinary

https://api-production-caa8.up.railway.app/docs
1•lembergs•10m ago•1 comments

Now send your marketing campaigns directly from ChatGPT

https://www.mail-o-mail.com/
1•avallark•13m ago•1 comments

Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•25m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
5•o8vm•27m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•28m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•41m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•44m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
2•helloplanets•46m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•54m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•56m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•57m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•58m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
2•basilikum•1h ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•1h ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•1h ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•1h ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•1h ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•1h ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•1h ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•1h ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•1h ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•1h ago•1 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•1h ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•1h ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•1h ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
2•lifeisstillgood•1h ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
2•bundie•1h ago•0 comments
Open in hackernews

Fast cryptographically safe GUID generator for Go

https://github.com/sdrapkin/guid
20•sdrapkin•7mo ago

Comments

sdrapkin•7mo ago
Much faster (~10x) than standard github.com/google/uuid package

I'm interested in feedback from the HN community.

throwaway894345•7mo ago
Why is it so much faster than `uuid`?
sdrapkin•7mo ago
It generates entropy 4kb-at-a-time (instead of on each call), and uses a cache-pool instead of single cache behind a lock (which is what standard uuid does in "RandPool=ON" mode).
cyberax•7mo ago
So this automatically makes it unsafe in case of VM snapshots.

The Linux kernel now has an optimization that makes it safe: https://lwn.net/Articles/983186/

Go should automatically benefit from this, if they use the vDSO getrandom().

maxmcd•7mo ago
Ah cool, the note here is also interesting: https://pkg.go.dev/github.com/google/uuid#EnableRandPool
evil-olive•7mo ago
what real-world problem, if any, does 10x faster UUID generation solve?

from your readme, `guid.New()` is 6~10 ns, so presumably the standard UUID package takes 60-100 ns?

say I generate a UUID, and then use that UUID when inserting a row into my database, let's say committing that transaction takes 1 msec (1 million ns)

if I get a speedup of 90 ns from using a faster UUID package, will that even be noticeable in my benchmarks? it seems likely to be lost in the noise.

honestly, this seems like going on a 7-day road trip, and sprinting from your front door to your car because it'll get you there faster.

sdrapkin•7mo ago
Amazon AWS S3 web servers process millions of requests per second, and each response generates a random Request-Id. It’s not exactly 16 bytes, but this is a very realistic scenario where guids are used in hot path. If you are writing a cute-kitten blog, might as well use Python instead..
amluto•7mo ago
On an extremely quick review:

- This uses global state under the hood. Surprise! Is it thread safe? I’m not a Go expert, but it looks non-thread-safe.

- The copying code reminds me of old-school awful C buffer handling code. Maybe it’s right. Maybe it’s wrong. But it’s not obviously right.

- The actual meat is a cryptographic randomness cache. This is a subtle thing, and all the best practices are missing. Where’s the backtracking protection? What if the program forks? vDSO getrandom() knows how to do this correctly — something high-level should use it, not reimplement it incorrectly.

sdrapkin•7mo ago
Thanks for your feedback. If you are skilled in Golang, I suggest you review the code more thoroughly for a more accurate understanding (especially compared to what standard uuid does).
Groxx•7mo ago
Global use looks fine - it's a very-simply-used sync pool to do larger blocks of rand reads, which makes plenty of sense for performance.

Unsafe use also looks fine, values either don't escape the function (a type string->byte type cast for function signature reasons) or they do but they're new temporary data (the byte->string cast, which is fine because there's no risk of reusing or modifying the original bytes).

I'm going to intentionally not make any claims to "cryptographic security" or "is this a GUID" as I'm not super clear on the details there. The code looks pretty normal to me though, with the possible exception of the base64 encoding (why not base64.URLEncoding? https://pkg.go.dev/encoding/base64#pkg-variables).

sa46•7mo ago
> This uses global state under the hood.

Looks safe to me. It uses `crypto/rand.Read` which is declared as safe for concurrent use. The cache is accessed via sync.Pool which is thread safe. As a check, I ran the tests with `-race` and it passed.

deathanatos•7mo ago
These aren't GUIDs[1].

If it isn't meant to follow the RFC, … just find a new word. (There are plenty of alternate schemes out there, too.)

[1]: https://www.rfc-editor.org/rfc/rfc9562.html

sdrapkin•7mo ago
IMHO "Guid" is just as well known (Wikipedia agrees: https://en.wikipedia.org/wiki/Universally_unique_identifier), and "UUID" was already taken by Google.
majewsky•7mo ago
> "UUID" was already taken by Google

Your link also says that the term UUID predates the founding of Google by over a decade.

danbruc•7mo ago
I think the point is that this just generates 16 random bytes whereas UUIDs/GUIDs have structure, they at least have a variant fields indicating what kind of UUID/GUID it is. The closest thing to all random bytes would be variant 10xx, version 4 or 8.
sdrapkin•7mo ago
You are correct - Guid very specifically and intentionally generates a structure of 16 random bytes. In decades of programming I've never needed a random 16-byte structure to have a "internal versioned structure". In very rare cases this is truly needed, bit-twiddling post-generation can cheaply fix it (but not the other way around). Which is why all these "versions" and "variants" in standard universally applicable libraries are a complete waste of entropy and cycles.
danbruc•7mo ago
I do not think I have seen or noticed code that inspects UUID variants either but I could certainly imagine that such code is out there, for example to protect against accidental information leakage from UUID variants that are not purely random. With that in mind it seems a good idea to adhere to the standards if one uses an established name. Neither the few lost bits nor the effort to correctly indicate the variant sound like real issues to me.
taeric•7mo ago
I was on a team once that would add server information to ids. Between that and using the version that has a date on it, it made debugging things MUCH easier. Just plug in the id and tooling could easily determine which logs to look into for when it was generated. Obviously, you may still need to widen your search for many reasons. But it is hard for me to think this is on most people's threat model.
saclark11•7mo ago
> "UUID" was already taken by Google.

This shouldn't really matter as your import paths are obviously different. `github.com/google/uuid` and `github.com/sdrapkin/guid` can happily coexist. Any file/codebase importing both (which would ideally be avoided in the first place) can alias them.

> IMHO "Guid" is just as well known

I think the point the commenter was trying to make is that these do not adhere to the UUID spec. You don't specify which version, but judging by the docs and your comparison to `github.com/google/uuid`, I'd wager most folks looking at this library would assume they are supposed to be V4 UUIDs.

sdrapkin•7mo ago
> This shouldn't really matter as your import paths are obviously different.

I'm aware of that, of course. Guid is intentionally named differently from "uuid" (both as a package and as a type) to ensure there is no confusion between them in code. It is not the goal of Guid to mimic/inherit all uuid APIs. Guid is its own package, with a different API surface and roadmap (ie. I'll borrow what makes sense and do things differently when it makes sense).

shakna•7mo ago
The spec uses both UUID and GUID. You can expect the same thing for both.

> This specification defines UUIDs (Universally Unique IDentifiers) -- also known as GUIDs (Globally Unique IDentifiers) -- and a Uniform Resource Name namespace for UUIDs.

CafeRacer•7mo ago
Would have been nice if that included timestamp information, to make them orderable. Similar to what uuid v7 does.
sdrapkin•7mo ago
It's on the roadmap (already implemented in a similar .NET library - https://github.com/sdrapkin/SecurityDriven.FastGuid).
sdrapkin•7mo ago
In case you missed it, "guid.Read()" is a much faster alternative to "crypto/rand". https://pkg.go.dev/github.com/sdrapkin/guid#Read
imiric•7mo ago
My understanding was that speed is not something you want in a UUID generator, since it makes it more susceptible to brute force attacks. Is this not the case?

I've been using Cuid2[1] in most of my personal projects (this Go implementation[2], actually), which is fast enough, but not "too fast". It's also secure, collision resistant, and has everything I would need from a UUID.

[1]: https://github.com/paralleldrive/cuid2

[2]: https://github.com/nrednav/cuid2

sdrapkin•7mo ago
cuid2 generates variable-length strings. If you want fast cryptographically strong string generation, I recommend https://github.com/sdrapkin/randstring. It will likely be faster than cuid2.
imiric•7mo ago
That doesn't address what I said. Nor explains why your package is better.
sdrapkin•7mo ago
Guid package generates guids/uuids. Your linked package generates variable length strings. These are different usecases (oh, and your benchmarks are inferior to https://github.com/sdrapkin/randstring). Nothing to argue about.
shakna•7mo ago
But this doesn't generate guid/uuids? It generates random bytes.
sdrapkin•7mo ago
Guid/uuid is defined as a 16-byte structure. Are you questioning the “byte” part, or the “random” part?
shakna•7mo ago
No, its defined to a series of specifications. [0] Ones that define an underlying structure, in bits.

You have a 16byte random string. Thats great. But it is not a UUID.

[0] https://www.rfc-editor.org/rfc/rfc9562.html

> The UUID format is 16 octets (128 bits) in size; the variant bits in conjunction with the version bits described in the next sections determine finer structure.

sdrapkin•7mo ago
No, Guid/uuids are defined as 128-bit labels used to uniquely identify objects in computer systems. This 128-bit/16-byte definition predates any RFCs that one may or may not choose to implement. I'm obviously aware of RFC 9562, and nowhere in the Guid library do I claim implementation of it. RFC 9562 is a choice, and one that should not be made blindly, or for you. It all starts with 16 random bytes. Google's uuid starts that way, and virtually every other Guid/uuid implementation. Then, on top of that building block, one may tweak additional non-random bits if the usecase truly requires it. If it does - you can do it quickly and cheaply on top of 16 random bytes. If the usecase does not require it (99% of cases), you're better off with the foundational 16 random bytes. The perspective of "your 16 random bytes do not implement RFC 9562 - BAD, BAD!" is very myopic. But if wasting bits on versions and variants is something that helps someone sleep better - they can easily and cheaply achieve that with a couple of bit ops. RFC 9562 robs developers of that choice.
shakna•7mo ago
Ok... But if you want to ignore the last twenty years, you should probably pick another name, because it has been used a particular way for two decades.

If you want "more choice" - use a name unbound by a tradition old enough to drink.

imiric•7mo ago
No need to argue. You just haven't addressed the point that a fast UUID generator is a security risk. I don't care about benchmarks.

And in most use cases where I'd need a UUID, I'd usually want the string representation of it.

sdrapkin•7mo ago
Fast guid/uuid generators are NOT a security risk. You want such generators to be as fast as possible, without compromising cryptographic strength.
stouset•7mo ago
> My understanding was that speed is not something you want in a UUID generator, since it makes it more susceptible to brute force attacks. Is this not the case?

The only possible think I can think of here is using a UUID version with a small space for the random bits, such that you could accidentally collide by generating them too fast. But with something like UUIDv7, you'd need to be generating hundreds of millions of random UUIDs every nanosecond in order for that to be a realistic concern.

saclark11•7mo ago
Advertising any UUID/GUID generator as cryptographically secure, or relying on it to be so, is a mistake, in my opinion.

You use a UUID when you need a universally unique ID whose guessability properties are not a critical security requirement. While the V4 UUID spec (which this package does not implement, but most users might assume it does) states that a UUID implementation SHOULD be cryptographically secure [1], it also states that they MUST NOT be used as security capabilities [2]. This is b/c they are not intended as secure tokens, but many users mistakenly assume them to be suitable as such. Not to mention, V4 UUIDs only have 122 bits of entropy, not 128, since 6 bits are reserved for version and variant information, which many users don't realize.

So you can generate a UUID that is suitable as a secure token, but at that point don't call it a UUID. Just call it a secure token. And if you need a secure token, use something like Go's `Text()` function from `crypto/rand` [3].

The situation reminds me of how the Go team updated the `math/rand` and `math/rand/v2` packages to use a CSPRNG as a defensive measure [4], while still urging users to use `crypto/rand` in secure contexts.

[1]: https://www.rfc-editor.org/rfc/rfc9562.html#unguessability

[2]: https://www.rfc-editor.org/rfc/rfc9562.html#Security

[3]: https://pkg.go.dev/crypto/rand@go1.24.5#Text

[4]: https://go.dev/blog/chacha8rand

sdrapkin•7mo ago
The vast majority of Golang developers would benefit from using Guid library instead of UUID library. It’s substantially faster in all cases, more secure (by 2^6) and has more functionality.

For random token-as-string generation Golang developers should be using https://github.com/sdrapkin/randstring instead of crypto/rand.Text (faster and more flexible).

stouset•7mo ago
The vast majority of Golang developers are neither hobbled by the lack of gigabyte throughput for random identifier generation nor are they on the verge of becoming victims to attacks on identifiers with "only" 2^122 random bits.
sdrapkin•7mo ago
Agreed. So at worst they (Golang developers) should be indifferent, and at best they should opt for the faster choice. With serverless code billing by the second, faster choices are directly correlated to lower costs.
lossolo•7mo ago
> With serverless code billing by the second, faster choices are directly correlated to lower costs.

The kind of Go developers who think about these optimizations don't use overpriced, inefficient serverless services.