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Toyota contracts seven Agility humanoid robots for Canadian factory

https://techcrunch.com/2026/02/19/toyota-hires-seven-agility-humanoid-robots-for-canadian-factory/
1•carefree-bob•1m ago•0 comments

Ionattention: Grace Hopper–Native Inference

https://cumulus.blog/ionattention
1•deliciousturkey•1m ago•0 comments

Show HN: Public todo lists – no accounts, just a secret key you save once

https://publictodo.com
1•beeneeb•2m ago•0 comments

Uncovering Insiders and Alpha on Polymarket with AI

https://twitter.com/peterjliu/status/2024901585806225723
1•somerandomness•3m ago•0 comments

Show HN: Travel Data ESIMs from a Solo Hacker

https://www.guac.online
1•zbiggistardust•5m ago•0 comments

ThunderKittens 2.0: Even Faster Kernels for Your GPUs

https://hazyresearch.stanford.edu/blog/2026-02-19-tk-2
1•matt_d•7m ago•0 comments

Raising Agentic Children

https://github.com/Light-Heart-Labs/Lighthouse-AI/discussions/15
1•lightheartai•7m ago•0 comments

Do Claude Code and Codex P-Hack? Sycophancy and Statistical Analysis in LLMs

https://github.com/janetmalzahn/llm-phacking
1•Luc•7m ago•1 comments

Alloy: Moddable on Pebble

https://www.moddable.com/blog/pebble/
1•griffinli•8m ago•0 comments

Show HN: A Question and Annotation Driven Parallel Reading App

https://apps.apple.com/us/app/brams-reading-app/id6759291875
1•_bramses•8m ago•0 comments

Looking for a founding engineer building real-time AI authenticity tooling

1•UnveilrBuild•9m ago•0 comments

Show HN: Preact Health

https://app.preacthealth.com
1•erenz88•10m ago•0 comments

Making frontier cybersecurity capabilities available to defenders

https://www.anthropic.com/news/claude-code-security
2•surprisetalk•10m ago•0 comments

Blue Owl shopped debt for a CoreWeave data center. Lenders weren't sold

https://www.businessinsider.com/blue-owl-financing-lancaster-data-center-coreweave-2026-2
2•zerosizedweasle•12m ago•0 comments

CloudPebble Returns Plus New Pure JavaScript and Round 2 SDK

https://repebble.com/blog/cloudpebble-returns-plus-pure-javascript-and-round-2-sdk
1•griffinli•12m ago•0 comments

Expo-OpenClaw-chat – An in-app AI chat that modifies your app as you talk to it

https://github.com/aight-cool/expo-openclaw-chat
2•fcjr•13m ago•0 comments

Congress–Not The Pentagon or Anthropic–Should Set Military AI Rules

https://www.lawfaremedia.org/article/congress-not-the-pentagon-or-anthropic-should-set-military-a...
3•hn_acker•14m ago•0 comments

F-Droid: "Keep Android Open"

https://f-droid.org/2026/02/20/twif.html
69•LorenDB•15m ago•4 comments

typo.social: Mastodon Instance for Type Designers and Calligraphers

https://typo.social/
2•subdomain•15m ago•0 comments

Eco-friendly catalyst switches oxygen source based on particle size, study finds

https://phys.org/news/2026-02-eco-friendly-catalyst-oxygen-source.html
1•PaulHoule•15m ago•0 comments

First plastic-free coffee maker

https://puresteelco.com/
2•bilsbie•18m ago•1 comments

Show HN: I vibed a better OCaml parser than Jane Street in 69 steps

https://github.com/hdresearch/parsexp
2•yevbar•18m ago•0 comments

Show HN: Pickle Rick Ported to Claude Code – Like a Ralph Loop

https://github.com/gregorydickson/pickle-rick-claude
1•gregorydickson•19m ago•0 comments

Tensions between The Pentagon and AI giant Anthropic reach a boiling point

https://www.nbcnews.com/tech/security/anthropic-ai-defense-war-venezuela-maduro-rcna259603
7•jaredwiener•19m ago•2 comments

Show HN: Ledgr – Offline finance tracker with local LLM categorization

1•humanji•20m ago•0 comments

Extreme ways countries are combatting overtourism

https://www.bbc.com/travel/article/20260218-extreme-ways-countries-are-combatting-overtourism
1•madmanweb•20m ago•0 comments

After Bureaucracy: AI and the Re-Integration of Cognitive Labor

https://sjsebastian.substack.com/p/after-bureaucracy
4•sjsebastian•20m ago•0 comments

Ask HN: What to tell a young person interested in finance with AI anxiety

1•wnc3141•20m ago•1 comments

Open Hiring Harness

https://aklodhi.com/articles/open-hiring-harness
1•capex•20m ago•0 comments

My coding agent watches me get frustrated, then fixes itself

https://pradeep.md/2026/02/20/self-improving-coding-agent.html
1•skyfallsin•20m 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•9mo ago

Comments

nip•9mo 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•9mo 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•9mo 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•9mo 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•9mo ago
This is an advertisement
tomrod•9mo ago
I wish this were critical, but it is an ad for MCP.run.
nip•9mo ago
It’s both in my opinion and discussions can stem from the linked article

Many come to HN also for the comments

palmfacehn•9mo ago
Personally, I'm not a fan. I thought the proponent's view might stimulate a discussion.
FunnyLookinHat•9mo 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•9mo 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•9mo 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•9mo ago
This post has too many "shameless plugs" to be taken seriously.
smitty1e•9mo 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?