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Unpredictability creates alpha: Stock picking

https://klementoninvesting.substack.com/p/unpredictability-creates-alpha-stock
1•RickJWagner•42s ago•0 comments

The Retirement of the PHP License

https://lwn.net/Articles/1071253/
1•Brajeshwar•47s ago•0 comments

iOS 27 is adding a 'Create a Pass' button to Apple Wallet

https://walletwallet.alen.ro/blog/ios-27-wallet-create-pass/
1•alentodorov•1m ago•0 comments

Adding Pyrefly Type Checking to Your Agentic Loop

https://pyrefly.org/blog/pyrefly-agentic-loop/
1•ocamoss•1m ago•0 comments

Astronomers release massive set of 'virtual universes' for global research

https://phys.org/news/2026-04-astronomers-massive-virtual-universes-global.html
1•bookofjoe•6m ago•0 comments

History-preserving fork maintenance with Git

https://amboar.github.io/notes/2021/09/16/history-preserving-fork-maintenance-with-git.html
1•ankitg12•7m ago•0 comments

Show HN: Hora, a native Google Calendar app for macOS

https://horacal.app/
1•szamski•10m ago•0 comments

Ask HN: Are you optimizing content for AI Search (GEO) vs. traditional

2•shahisoft•11m ago•0 comments

Claude Security

https://claude.com/solutions/security
3•mistermatt•12m ago•0 comments

Coding agent is under-specified

https://hsaghir.github.io/blog/2026-05-02-under-specified-coding-agent/
2•ai-tamer•12m ago•0 comments

Show HN: A word puzzle web game for programmers

https://7coderwords.kenamick.com/
1•p2detar•13m ago•0 comments

Show HN: Orch8 – Durable workflow engine in Rust, one binary, Postgres or SQLite

https://github.com/orch8-io/engine
3•_alphageek•14m ago•1 comments

Rufus 4.14 pre-debloats Windows 11 installation

https://rufus.ie/en/#changelog
1•NKosmatos•15m ago•0 comments

AI's Big Messaging Pivot

https://www.noahpinion.blog/p/ais-big-messaging-pivot
1•debone•15m ago•0 comments

Show HN: I built a new word game, Wordtrak

https://wordtrak.com/blog/2026-05-05-I-built-a-new-word-game
4•qrush•15m ago•0 comments

ElevenLabs Crosses $500M ARR

https://elevenlabs.io/blog/500m-arr-and-new-investors
3•znq•15m ago•0 comments

The boring way to build a startup

https://plausible.io/blog/ignore-startup-advice
3•markosaric•15m ago•0 comments

Claude Opus 4.7 and I Saved a 60-Person Practice

https://tatsuikeda.substack.com/p/claude-opus-47-and-i-saved-a-60-person
4•tatsuikeda•16m ago•0 comments

High Throughput, Low Completion

https://cate.blog/2026/05/05/high-throughput-low-completion/
2•ingve•17m ago•0 comments

Slug: Modern resolution-independent text/vector rendering on the GPU

https://sluglibrary.com/
2•childintime•17m ago•0 comments

ISO Free Testers – Post Edutainment Events

https://dream2career.org/list/
2•EDU-ADVISOR•18m ago•1 comments

Dopamine bends time in our brain, making novel moments memorable

https://refractor.io/learning-memory/dopamine-dilates-time-novel-events/
2•geox•19m ago•0 comments

Today I've made the difficult decision to reduce the size of Coinbase by ~14%

https://twitter.com/brian_armstrong/status/2051616759145185723
18•adrianmsmith•19m ago•15 comments

AI data centers appear to be creating their own microclimates

https://www.sfgate.com/bayarea/article/ai-data-center-microclimates-22236756.php
2•cainxinth•20m ago•0 comments

Datapoint 2200: the machine laid the foundation for PC from Apple and IBM

https://spectrum.ieee.org/legacy-of-datapoint-2200-microcomputer
3•giuliomagnifico•23m ago•0 comments

Google Gemini Down

https://downdetector.ca/status/googlegemini/
4•caonidaye•24m ago•2 comments

How are the knives on this website,paragon-knives.com?

2•bgzlsxaz•24m ago•0 comments

FastLapackInterface: Allocation-free (eigen)decomposition for Julia

https://dynarejulia.github.io/FastLapackInterface.jl/stable/
2•phoebos•25m ago•0 comments

Design Twice, Ship Once

https://brunokiafuka.substack.com/p/design-twice-ship-once
2•brunokiafuka•26m ago•0 comments

Show HN: I used computer vision to annotate human concepts it wasn't built for

https://howtosee.life/
2•tomascarlson•26m 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?