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Observability Stack – AI First?

1•jblake•9m ago•0 comments

Any Color You Like: NIST Scientists Create 'Any Wavelength' Lasers

https://www.nist.gov/news-events/news/2026/04/any-color-you-nist-scientists-create-any-wavelength...
1•rbanffy•10m ago•0 comments

Show HN: Reliably Incorrect – explore LLM reliability with data visualizations

https://adamsohn.com/reliably-incorrect/
2•dataviz1000•10m ago•1 comments

The Destroyed Remnants of a Lost World Are Falling to Earth, Scientists Discover

https://www.404media.co/the-destroyed-remnants-of-a-lost-world-are-falling-to-earth-scientists-di...
2•Brajeshwar•14m ago•0 comments

Vynly an AI-only social feed with provenance checks (beta)

https://vynly.co
1•nftdude2024•15m ago•0 comments

SDF Public Access Unix System

https://sdf.org/?ssh
2•neehao•16m ago•0 comments

Open-source Firecracker microVM orchestrator

https://github.com/sahil-shubham/bhatti
2•davidcollantes•16m ago•0 comments

Tinypki: Easy to use software for local CA/PKI management

https://github.com/icedevml/tinypki
1•msm_•19m ago•0 comments

Eating more fruits and vegetables tied to unexpected lung cancer risk

https://www.sciencedaily.com/releases/2026/04/260417224454.htm
1•amichail•19m ago•0 comments

How (and why) we rewrote our production C++ front end infrastructure in Rust

https://blog.nearlyfreespeech.net/2026/04/17/how-and-why-we-rewrote-our-production-c-frontend-inf...
2•maxloh•21m ago•0 comments

Optimizing Ruby Path Methods

https://byroot.github.io/ruby/performance/2026/04/18/faster-paths.html
2•weaksauce•22m ago•0 comments

Wishes for Ron Conway

https://om.co/2026/04/18/wishes-for-ron-conway/
3•rmason•23m ago•0 comments

Show HN: Coelanox – auditable inference runtime in Rust (BERT runs today)

https://www.coelanox.com/
1•Shark1n4Suit•27m ago•0 comments

The largest collection of black markers

https://www.prune.dirt.fyi/p/prune-getting-high-on-your-own-supply
2•zeech•27m ago•0 comments

Nuke Engineer Rants

https://nukerants.fi/index.php/cover
3•DamonHD•29m ago•0 comments

PostgreSQL production incident caused by transaction ID wraparound

https://www.sqlservercentral.com/articles/i-too-have-a-production-story-a-downtime-caused-by-post...
3•tcp_handshaker•30m ago•0 comments

Show HN: I built a tool that reads 2000 health studies a day so you dont have to

https://www.polivora.com
1•ledil•35m ago•3 comments

Shiplog – Push changelogs from your terminal or let AI write them

https://shiplog.page/
1•EgorNaumenko•35m ago•0 comments

How Unique Are Mythos's Hacking Capabilities?

https://jonathanpgabor.substack.com/p/how-unique-are-mythoss-hacking-capabilities
1•BenPace•37m ago•1 comments

How Long Can You Keep Peptides After Reconstitution?

https://www.robustenough.com/p/psychedelics-arent-just-serotonin
1•BenPace•37m ago•0 comments

Why Do LLMs Suck at Editing?

https://lifeimprovementschemes.substack.com/p/why-do-llms-suck-at-editing
1•BenPace•37m ago•2 comments

How did you land your first projects as a solo engineer/consultant?

https://crescita.cc/
2•modelcroissant•40m ago•1 comments

Output Isn't Design

https://twitter.com/karrisaarinen/status/2045257582470983691
1•rmason•40m ago•0 comments

Urban Exploration Resource

https://www.uer.ca/
1•Cider9986•41m ago•0 comments

Rare 1897 Film Discovered Features the First On-Screen Appearance of a Robot

https://www.smithsonianmag.com/smart-news/rare-1897-film-discovered-in-an-old-trunk-in-michigan-f...
1•rmason•41m ago•0 comments

IIDX and Tetris lovers, here's a puzzle game for you

https://kully.itch.io/complete-the-square
2•akully•41m ago•2 comments

Zevism

https://ancient-forums.com/
1•yhugfdrthh•43m ago•0 comments

Great white sharks are overheating

https://insideclimatenews.org/news/16042026/great-white-sharks-ocean-warming/
2•Cider9986•43m ago•0 comments

Ask HN: Has zooming out helped you deal with AI anxiety?

1•ItsClo688•44m ago•0 comments

Lessons from running 14 AI agents in production for 6 months

https://orgtp.com/blog/the-weight-is-wrong-without-it
1•dsteel•53m ago•0 comments
Open in hackernews

A Critical Look at "A Critical Look at MCP."

https://docs.mcp.run/blog/2025/05/16/mcp-implenda-est/
33•palmfacehn•11mo ago

Comments

nip•11mo ago
> Further, one of the issues with remote servers is tenancy

Excellent write-up and understanding of the current state of MCP

I’ve been waiting for someone to point it out. This is in my opinion the biggest limitation of the current spec.

What is needed is a tool invocation context that is provided at tool invocation time.

Such tool invocation context allows passing information that would allow authorizing, authentication but also tracing the original “requester”: think of it as “tool invoked on behalf of user identity”

This of course implies an upstream authnz that feeds these details and more.

If you’re interested in this topic, my email is in my bio: I’m of the architect of our multi-tenant tool calling implementation that we’ve been running in production for the past year with enterprise customers where authnz and auditability are key requirements.

jensneuse•11mo ago
The way we've solved this in our MCP gateway (OSS) is that the user first needs to authenticate against our gateway, e.g. by creating a valid JWT with their identity provider, which will be validated using JWKS. Now when they use a tool, they must send their JWT, so the LLM always acts in their behalf. This supports multiple tenants out of the box. (https://wundergraph.com/mcp-gateway)
Yoric•11mo ago
Is this really hard to code?

I mean, converting a tool-less LLM into a tool-using LLM is a few hundred lines of code, and then you can plug all your tools, with whichever context you want.

nip•11mo ago
Indeed very easy to code!

My point is about the need for a spec of this mechanism: without a spec, every company / org will roll out their own and result in 500 flavors of the same concept.

That’s where MCP shines: tool calling and tool discovery is already 1.5 years old (an eternity in ai land).

The MCP spec ensures that we can all focus on solving problems with tool calling rather than wasting time in cobbling together services that re not interoperable (because developed without a common spec / standard)

__loam•11mo ago
This is an advertisement
tomrod•11mo ago
I wish this were critical, but it is an ad for MCP.run.
nip•11mo ago
It’s both in my opinion and discussions can stem from the linked article

Many come to HN also for the comments

palmfacehn•11mo ago
Personally, I'm not a fan. I thought the proponent's view might stimulate a discussion.
FunnyLookinHat•11mo ago
> Server authors working on large systems likely already have an OAuth 2.0 API.

I think this biases towards sufficiently large engineering organizations where OAuth 2.0 was identified as necessary for some part of their requirements. In most organizations, they're still using `x-<orgname>-token` headers and the like to do auth.

I'm not sure that there's a better / easier way to do Auth with this use case, but it does present a signficant hurdle to adoption for those who have an API (even one ready for JSON-RPC!) that is practically ready to be exposed via MCP.

motorest•11mo ago
> I think this biases towards sufficiently large engineering organizations where OAuth 2.0 was identified as necessary for some part of their requirements. In most organizations, they're still using `x-<orgname>-token` headers and the like to do auth.

I don't think that's it. Auth is a critical system in any organization, and larger organizations actually present more resistance to change, particularly in business critical areas. If anything, smaller orgs gave an easier time migrating critical systems such as authentication.

hirsin•11mo ago
Touching on tenancy and the "real" gaps in the spec does help push the discussion in a useful direction.

https://vulnerablemcp.info/ is a good collection of the immediately obvious issues with the MCP protocol that need to be addressed. A couple low blows in there, that feel a bit motivated to make MCP look worse, but generally a good starting point overall.

owebmaster•11mo ago
This post has too many "shameless plugs" to be taken seriously.
smitty1e•11mo ago
Serious question:

If doing an extended, service-level session (like a GPT interaction) with a server known beforehand, would it make sense to set up a keypair and manage the interaction over SSH?

Restated: are we throwing away a lot of bandwidth establishing TLS trust for the more general HTTP?