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Researchers solve mystery of universe's 'little red dots'

https://phys.org/news/2026-01-mystery-universe-red-dots.html
1•wglb•57s ago•1 comments

MetaXuda – 1.1 Tops GPU Runtime for Apple Silicon ML (Rust and Metal)

https://github.com/Perinban/MetaXuda-
1•perinban•3m ago•1 comments

Musk Seeks Up to $134B Damages from OpenAI, Microsoft

https://www.bloomberg.com/news/articles/2026-01-17/musk-seeks-up-to-134-billion-damages-from-open...
2•SanjayMehta•4m ago•0 comments

AI Zettelkasten Builder

https://edge.dog/docs
1•castalian•8m ago•0 comments

What the Ancient Pigment Ochre Tells Us About the Human Mind

https://www.discovermagazine.com/prehistoric-use-of-ochre-can-tell-us-about-the-evolution-of-huma...
2•thunderbong•17m ago•0 comments

Dark Mode vs. Light Mode: Which Is Better?

https://www.nngroup.com/articles/dark-mode/
1•seanwilson•17m ago•0 comments

Kaliningrad

https://en.wikipedia.org/wiki/Kaliningrad
1•kaycebasques•18m ago•0 comments

Why AI Doesn't Think: We Need to Stop Calling It "Cognition"

https://docs.google.com/document/d/1FHUgpRTtL23cUygPhAh7xasccfKpX0T2ZGdlcsEr-4U/edit?usp=sharing
2•m_Anachronism•24m ago•0 comments

Gemini Introduces Personal Intelligence

https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/
1•gmays•27m ago•1 comments

Forecats

https://secondthoughts.my/posts/projects/forecats/
1•unsnap_biceps•35m ago•0 comments

Anthropic's Claude Code and the rise of autonomous coding tools

https://www.wsj.com/tech/ai/anthropic-claude-code-ai-7a46460e
2•julienchastang•36m ago•0 comments

Tell HN: YouTube disabled advanced subtitling, and is stripping it from old vids

2•mister_mort•36m ago•0 comments

I created an MCP that lets AI debug runtime code (breakpoints, stepping, etc.)

https://github.com/ai-debugger-inc/aidb
1•jefflester•41m ago•1 comments

Batmobile: 10-20x Faster CUDA Kernels for Equivariant Graph Neural Networks

https://elliotarledge.com/blog/batmobile
1•ipnon•43m ago•0 comments

OPDS – an open syndication standard for electronic documents

https://en.wikipedia.org/wiki/Open_Publication_Distribution_System
1•Curiositry•50m ago•0 comments

Using OpenRouter with the Anthropic Agent SDK

https://openrouter.ai/docs/guides/community/anthropic-agent-sdk
2•arbayi•51m ago•0 comments

Google Now Defaults to Not Indexing Your Content (2024)

https://www.vincentschmalbach.com/google-now-defaults-to-not-indexing-your-content/
1•AznHisoka•51m ago•1 comments

Serpl – a pleasant TUI for regex and fixed-string search and replace

https://github.com/yassinebridi/serpl
2•Curiositry•55m ago•0 comments

Show HN: App to spoof GPS location on iOS without jailbreaking

https://github.com/acheong08/ios-location-spoofer
4•acheong08•1h ago•1 comments

Fish Shell

https://fishshell.com/
8•RyanShook•1h ago•4 comments

Ask HN: How do you catch silent logic bugs that don't crash?

1•vortexshadow•1h ago•1 comments

Examplefile – Sample Document File Formats

https://www.examplefile.com/document
1•petethomas•1h ago•0 comments

Show HN: DefendFlow Domain Security Board – live scans of popular sites

1•riyao_lin•1h ago•0 comments

Show HN: Headroom (OSS): Cuts LLM costs by 85%

https://github.com/chopratejas/headroom
1•chopratejas•1h ago•1 comments

Breaking the Linearity Barrier: Recursive Swarms for Long-Horizon AI Engineering

https://www.blankline.org/research/horizon-mode
1•satvikpendem•1h ago•0 comments

Data Activation Thoughts

https://galsapir.github.io/sparse-thoughts/2026/01/17/data_activation/
1•galsapir•1h ago•0 comments

Show HN: My way – 18-agent autonomous workflow for ClaudeCode – issues to deploy

https://github.com/avifenesh/awesome-slash
3•anotherCodder•1h ago•0 comments

The life of a playboy publisher who shaped 20th-century literature

https://www.washingtonpost.com/books/2026/01/09/bennett-cerf-biography-nothing-random-feldman-boo...
3•benbreen•1h ago•0 comments

Revisiting Brat Summer: Artists, politicians, and the summer of 2024

https://thelastwave.substack.com/p/revisiting-brat-summer
2•johanam•1h ago•0 comments

Build Your Own AI Coding Agent (Full Guide) [video]

https://www.youtube.com/watch?v=3GjE_YAs03s
2•kburman•1h 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•8mo ago

Comments

nip•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
This is an advertisement
tomrod•8mo ago
I wish this were critical, but it is an ad for MCP.run.
nip•8mo ago
It’s both in my opinion and discussions can stem from the linked article

Many come to HN also for the comments

palmfacehn•8mo ago
Personally, I'm not a fan. I thought the proponent's view might stimulate a discussion.
FunnyLookinHat•8mo 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•8mo 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•8mo 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•8mo ago
This post has too many "shameless plugs" to be taken seriously.
smitty1e•8mo 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?