Hacker News Reader

thecopyon iPhone 17 Pro Demonstrated Running a 400B LLM

Stupid question: can i run this on my 64GB/1TB mac somehow easily? Or this requires custom coding? 4bit is ~200GB

EDIT: found this in the replies: https://github.com/Anemll/flash-moe/tree/iOS-App

Looks interesting. But how to explore or test or use? The product page (https://mistral.ai/products/forge) also does not contain anything useful. Just "Contact us"

Dissapointing.

thecopyon Apideck CLI – An AI-agent interface with much lower context consumption than MCP

Shameless plug: im working on a product that aims to solve this: https://www.gatana.ai/

thecopyon Ask HN: What Are You Working On? (March 2026)

Building Gatana, a platform for securely connecting an organizations agents to their services, with very flexible credential management and federated IDP trust.

Currently my mini-projects includes:

* 0% USA dependency, aim is 100% EU. Currently still using AWS SES for email-sending and GCP KMS for customer data key encryption for envelope encryption.

* Tool output compression, inspired by https://news.ycombinator.com/item?id=47193064 Added semantic search on top of this using a local model running on Hetzner. Next phase is making the entire chain envelop encrypted.

* "Firewall" for tool calls

* AI Sandboxes ("OpenClaw but secure") with the credential integration mentiond above

https://www.gatana.ai/

thecopyon Apple Studio Display and Studio Display XDR

I use Ergotron, super happy.

thecopyon Iran war wreaking havoc on shipping and air cargo, could create global delays

Air power alone has _never_ achieved regime change.

thecopyon MCP server that reduces Claude Code context consumption by 98%

I implemented this as well successfully. Re structured data i transformed it from JSON into more "natural language". Also ended up using MiniLM-L6-v2. Will post GitHub link when i have packaged it independently (currently in main app code, want to extract into independent micro-service)

You wrote:

>A search for “review configuration” matches every JSON file with a review key.

Its good point, not sure how to de-rank the keys or to encode the "commonness" of those words

thecopyon New iPad Air, powered by M4

For me quitting preview, or maybe it is settings, resolves it.

thecopyon MCP server that reduces Claude Code context consumption by 98%

Im trying it anyway

thecopyon MCP server that reduces Claude Code context consumption by 98%

Very interesting, one big wrinkle with OP:s approach is exactly that, the structured responses are un-touched, which many tools return. Solution in OP as i understand it is the "execute" method. However, im building an MCP gateway, and such sandboxed execution isnt available (...yet), so your approach to this sounds very clever. Ill spend this day trying that out

thecopyon Block the “Upgrade to Tahoe” alerts

Im planning on getting the new M5 MBP i expect to be released next week. Is it possible to downgrade? I assume it comes with Tahoe :(

thecopyon I tried building my startup entirely on European infrastructure

Super timely - thank you! Im in the process of moving the entire stack of my SaaS* fully in EU as well. Hetzner bare-metal, Talos k8s, OVH Object Storage for backups, self-hosted (for now) image repo. For now im still on Cloudflare for CDN, but bunny looks interesting. Using GitOps (FluxCD) as deployment strategy enables no dependencies on e.g. GitHub Actions.

For one thing running on bare-metal @ Hetzner is insane value for money versus GCP GKE. Im a third of the running costs and get ~50x resources.

The only aspect im struggling with is full-disk encryption. Although customer data is still encrypred with envelope encryption in the database, i want to migrate to fully encrypted disks (LUKS + TPM) sooner rather than later. If anyone has any resources and/or experience with this, please let know :)

* Gatana AI MCP gateway: https://www.gatana.ai/

thecopyon LG UltraFine Evo 6K 32-inch Monitor Review

The XDR - agree - but not the Studio

thecopyon EU Parliament freezes US trade deal ratification

Vance doesn't have the cult of personality

thecopyon Building Robust Helm Charts

I also get uneasy feeling, that the "values.yaml" section, it feels often underspecified and a black-box.

thecopyon EU Parliament freezes US trade deal ratification

It all seems so surprisingly unnecessary. Angry geriatric man f*cks the world up for generations to come, then in a short bit he will die, and not have to live through the consequences.

thecopyon High-speed train collision in Spain kills at least 39

As a reference, ~1500-2000 people die every year due to cars in Spain.

thecopyon Iconify: Library of Open Source Icons

https://lucide.dev/

thecopyon Show HN: OSS AI agent that indexes and searches the Epstein files

Reminder that only 1-2% of the files have been released.

thecopyon Show HN: Agent-of-empires: OpenCode and Claude Code session manager

This is what we are looking at at one of my clients. A2A clients (Slack, Google Meet, considering email) to A2A Orchestrator server (in-house, might be open-sourced) with specialized subagents for e.g. GitHub issue creation following a specific teams patterns and conventions, hooked up to company-wide MCP gateway with federated OIDC trust for passthrough auth (https://www.gatana.ai)

Works pretty well so far. Biggest issue i foresee for success is user UX for average employee, and actually useful use-cases.

thecopyon Hyundai Introduces Its Next-Gen Atlas Robot at CES 2026 [video]

Im sorry, but this is just too much. This is an industrial product. Decisions will not be made based on emotions from a demo at CES.

thecopyon TikTok unlawfully tracks shopping habits and use of dating apps?

The big companies simply gives the predisent of the USA a made-up peace prize or a gold Rolex and get exempted.

thecopyon Ask HN: What Are You Working On? (December 2025)

https://docs.gatana.ai/

Enterprise/Organization focused MCP gateway with support for sophisticated credentials management, integrates with OIDC/SAML, team and profiles support, external secret stores (AWS/GCP/Azure/Hashicrop Vault), using envelope encryption, and in-band-MCP authorization trigger for e.g. trying to use a tool which Gatana not yet has credentials for.

Ideal for Agent-2-Agent/dev teams/Github Copilot Agent (the one you assign issues)

Stack is k8s, NodeJS, React, Google KMS, hosted on GKE, with GKE Sandbox for local server isolation.

thecopyon AWS Trainium3 Deep Dive – A Potential Challenger Approaching

I have seen links to semianalysis before, i just am scared of the length of this content. Is anyone reading these start to finish? Why?

thecopyon EU Council approves Chat Control mandate for negotiation with Parliament

Seems… fine? At least i dont see any invasion of privacy or encryption related obligations in this proposal.

The EU ostensibly wants to improve innovation, i wonder how these new assessment regulations help with that, especially for SME and startups.

thecopyon Show HN: I built the literal Duolingo Killer

>4.8 star global App Store rating

Which app store?

thecopyon Open Source and Local Code Mode MCP in Deno Sandboxes

What i have read its in the range of 60-80.

(shameless plug: im building an cloud based gateway where the set of servers given to an mcp client can be controlled using "profiles": https://docs.gatana.ai/profiles/)

thecopyon A new chapter begins for EV batteries with the expiry of key LFP patents

From the perspective of the user, battery being cold does not matter. How it does not matter i dont care about, for user it is solved.

Now, we can go into the weeds as to what constitutes solved and we might agree or disagree.

thecopyon A new chapter begins for EV batteries with the expiry of key LFP patents

>That's a hack, not a solution.

Why do you say that? It sounds like a simple solution to me.

thecopyon EU Plans $371B Build-Out of High-Speed Rail Corridors

>Cars can also be more convenient than transit, and we tax them for it.

Well, it is not taxed because it is convenient. It is taxed because of the huge negative externalities it brings with it.