251–260 of 382 posts
Has anyone come up with a decent harness for small local models, say, gemma4 e4b? I'm trying to roll my own but man, the capability gap is real.
This is precisely what I've been working on targeting with https://dirge-code.github.io/ I've written up an explanation of what trips small models ups and how the harness can address that here https://yogthos.net/posts/2026-06-08-dirge-code.html
It's impressive all these companies are getting away with "base usage allowance included" [1] or "standard limits" [2], layering the higher plans as a multiplier of that "base" but never disclosing what it is. I guess the base is whatever the profit margin needs to be this month. [1]: https://zcode.z.ai/en#:~:text=Base%20usage%20allowance%20inc... [2]: https://support.google.com/gemini/answer/16275805?hl=en#:~:t...
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I don't run agents directly on my desktop/laptop machine. I run them in VMs or containers (sometimes in containers on VMs). There have been too many credentials stealing exploits via prompt injection and the like for me to be willing to let an agent roam around on my personal system. I've also started creating new github deploy keys for each repo in use on a VM, so the blast area for any given agent disaster is "a co…
I'm working on a credential broker that would keep credentials vaulted and parcel out access on a per-grant basis. Is that something you'd find useful or is your setup comprehensive enough? We would be allowing people to draft access policies with natural language, I figured it would be useful for things like vercel, stripe access etc.
I'm somewhat surprised that this is not open source (from what I can tell). Compare to Mimo Code https://github.com/XiaomiMiMo/MiMo-Code (which is a CLI, while this is a desktop app).
i like Chinese open weight model that offer cheap token but i only use it for my personal project. China have a history of stealing IPs/trade secrets and Chinese court favored its own local companies. while US have a robust court that can enforce IPs. if you want to risk your company's IPs/trade secrets/data for some cheap token. Go ahead and use Z.ai's services.
literally I paid in the morning for the pro plan and then they launched this. currently are my fav lab after Anthropic.
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have used both pi and opencode for the last 6 months, haven't opened a proprietary harness (cc, codex, cursor) in that same amount of time. right now i'm on pi and i can switch seamlessly between any model across any provider i want, even mid session. can even point them at locally running models. i think people don't realize how much better life is over on this side, cc and codex rely entirely on vendor lock in imo.
Does a mid-session provider switch result in loading the entire context into the new model, inflating session cost? I don't think I understand the token/cost implications of this feature
The plans on first glance is the same as Anthropic’s. I thought GLM was supposed to be cheaper. Am I missing something?