thecopy

When DeepSeek was released, it had an immidiate and significant impact on the US stock-market. Now when its becoming common knowledge that China is almost at parity with US SOTA models with good momentum, why is there no sentiment change on the market?

When DeepSeek was released, it had an immidiate and significant impact on the US stock-market. Now when its becoming common knowledge that China is almost at parity with US SOTA models with good momentum, why is there no sentiment change on the market?

Am i the only one feeling my soul being emptied every time i read another "brutal shorthand" or "honest take"?

DS through OpenRouter is significantly slower than direct from DS platform in my experience

Every mature MCP gateway solution should implement Code Mode (e.g. https://docs.gatana.ai/code-mode/) - it circumvents all the arguments.

In the end MCP is just a protocol for discovering tools. And agents _need_ to do stuff with tools.

I genuinely find DDG more effective than Google Search. I have used it as a daily driver for 2+ years now. When i cannot find anything with DDG, i try with the !g macro, but results are more often than not even worse.

Super interesting idea! Congrats on the launch. Context is definitely something that is lacking in my experience. Im always frustrated when an agent cannot answer business-related questions, and i compare them to coding agents which seem to be able to answer everything. The difference is that coding agent has the context right there at the fingertips, while for business its gated behind a bunch of services and custom data models. Context is king :)

How do you handle encryption and confidentiality? Im building in this space too (MCP gateway https://www.gatana.ai/) which already have semantic search for tool outputs, and ensuring encryption and confidentiality is not trivial.

That is not necessarily true.

$39 Github Pro+ to keep using Opus,

For what its worth, i have been paying for Pro+ and i still got locked out of Opus. I only have access to Opus 4.7 at 7.5x

I have Copilot Pro+ and discovered i cannot use Opus anymore today! Are we reaching the end of VC funded productivity?

Gatana: https://www.gatana.ai/

Extremely flexible and configurable MCP Gateway, target users is enterprises/companies/organizations who want secure and managed MCP within their company. Support both Cloud and On-premise.

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.

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

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/

I use Ergotron, super happy.

Air power alone has _never_ achieved regime change.

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

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

Im trying it anyway

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

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 :(

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/

The XDR - agree - but not the Studio

Vance doesn't have the cult of personality

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

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.

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

https://lucide.dev/

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