If you're looking to use this with the community edition I would recommend reading through https://dataintellect.com/blog/running-torq-with-kdb-x-commu... as they outline some of the factors that need consideration.

I really do love what kdb is doing but I think maybe they lost too much momentum (and confidence) when back flipping on previous agreements for the community editions. (Which I don't think they will again with the kdb-x releases as they have a good balance this time) It would have been nice to see torqx just work (tm)

Redacting "I noticed that a kernel level impl is only 9000 loc (shallow dive https://lwn.net/Articles/1029851/). As it doesn't fully implement the feature set.

Also I noticed that Plan 9's IL protocol (avoids head of line because the type of messaging it's used for) another point pointed out in the x comments.

I wonder if he's focusing on consumer distributed AI inference (due to quic being browser supported) or maybe just a comment on the protocol in general.

This is great! I feel the same way about the deepseek v4 architecture for commodity hardware.

Also have enjoyed playing with https://huggingface.co/HuggingFaceTB/nanowhale-100m-base (but early days for me understanding this space)

Very cool! I had no idea that HF was doing this - I really love their small model experiments.

This is the kind of clojure port that I always was looking for. Mostly because I thought go's core library and channels abstractions hits a simpler/nicer base API which would with the core & async apis (not to mention scratches my big beautiful binary itch)

Thanks for your work will definitely check it out again once I get over renewed love for cpp (26)

Edit how did glojure go under my radar also a great project from the looks

I have played with the idea of making a “old school PHP” style DSL that takes advantage of the Go runtime and packages under the cover. I say old school PHP because PHP used to be a web focused DSL its no longer the case, I feel like it would make for an interesting easy to use backend language similar to PHP but with the full power of Go behind it. Clojure is an excellent choice.

Thanks for kind words! Please don't forget to drop me an issue or two when you eventually get to it :)

Ah this reminds me of my favorite stack which I never got to actually work with; luvit.io (libuv with luajit; both hot items at the time).

I hope this becomes a thing, typing in lua might make it easier to scale for teams (which I think is always an issue with dynamic language)

I really should check up on what Mr Caswell is up to. He was quite inspiring with both his diy home improvements as well as activity in the development space.

He really did create a lot of cool stuff. It’s inspiring to see how much one person can create.

While I haven't read all the posts here I was wondering if anyone also noticed a 10% usage before their most recent weeks usage even started? (Specifically over 2026-03-27/28) I was seeing weird service outages over this time too. I suspect they're not being 100% truthful with how they are recording usage (feels like they had an agent run a backfill approximation). So they blur it with weekends rates etc.

Anyways I don't have the knowledge as to how to audit this (claud pro) to confirm what feels like an onboard at any cost business behavior.

Is anyone currently auditing through openrouter/litellm and seeing any poor correlation to the session/weekly limit?

I'm curious as to how Palantir has been used during the war or Iran (if at all or does it suffer from subjective bias). I know there were larger movements at play on a political level here but I'm becoming concerned about how much one "thought group" (in private corps) is having on the world's largest war machine. might be dulling critical thinking.

The term "Merchants of Death" comes to mind. Easy kills, done dirt cheap, appeals to state level despots.

You must be trolling. Did you read the article?

Sorry, I did compose it from my phone and wasn't clear. I realize the article talks to the Maven tooling I was talking to it's data aggregation and modeling suite more generally. (And obviously would have been used as part of the Iranian engagement. The "if at all" statement was meant to be "tongue in cheek" given the current mess being reported)

Token usage and agent usage optimisation?

It seems like a real problem for me. Probably because I'm not overly inspired to pay for a Claude x5 subscription and really hate the session restrictions (esp when weekly expend at the end of the week can't be utilized due to session restrictions) on a standard pro model. Most of my tasks are basically using superpowers and I find I get about 30-90m of usage per session before I run out of tokens (resets about every 4 hours after which I generally don't get back to until the next day (my weekly usage is about 50% so lots of wastage due to bad scheduling). A tool like this could add better afk like agent interoperability through batching etc as a one tool fits all like scenario.

If this gets its foot in the door/market-share there is plenty of runway here for adding more optimized agent utilization and adding value for users.

Agreed on the need, and this space needs more exploration that is not going to come from big-cos as they are incentivised in boosting spend. I've been exploring the same problem statement, but with a different approach https://github.com/hsaliak/std_slop/blob/main/docs/CONTEXT_M....

The comment was more around how to make their approach sticky.. I feel that local SLMs can replicate what this product does.

I used to work for a human that did this (sits mostly on the classical therapeutics side). He actually started a business where he was reviewing and auditing the submission processes outlining approvals but he had been around the game enough to know where the next submission would put them in the approvals process for a number of agencies.

https://maestrodatabase.com/

Looks like he's still on top of everything given the most recent blog post is from 6/2/2026.

I believe the insights here could be useful given he has sense of when the penultimate submission has occured (but I'm not entirely sure what that is on a % basis nor as a basis for if the stock of the company reacts)

Yes we know of a few. Honestly, it was pretty hard to even find a good catalyst calendar for this space.

I'll give it a read to learn more. Thanks for the note!

Yeah, but it's specifically testing things that implement against a posix API (because generally that's what "native" apis do (omiting libc and other os specific foundation libraries that are pulled in at runtime or otherwise) I would suspect that if the applications that linked against some wasi like runtime it might be a better metric (native wasi as a lib/vs a was runtime that also links) mind you that still wouldn't help the browser runtime... But would be a better metric for wasm (to native) performance comaparison.

But as already mentioned we have gone through this all before. Maybe we'll see wasm bytecodes pushed through silicon like we did the Jvm... Although perhaps this time it might stick or move up into server hardware (which might have happened, but I only recall embedded devices supporting hardware level Jvm bytecodes).

In short the web browser bit is omitted from the title.