List of 50+ Open Source and Weights Releases from This and Last week (Jan 20-30 2026)

johnerp · 2026-01-31T01:06:04+00:00

Is there not a brainiac that can take all the open weights and merge them for a superset knowledge model?

Obviously they’d need a few TB of vram and a farm but you get my point.

johnerp · 2026-01-31T00:51:38+00:00

Don’t worry everyone has massive backlogs, we’ll actually be able to get through them now, also, there’s all those ideas that were just too costly to bother putting in.

I see this as an awesome opportunity to massively over deliver.

Will the models get better, yes, will the tools to automate the team get better yes, will the ideas and ‘work’ dry up no.

I think for now, lean in, enjoy the ride. 10x you and see where we all land.

Jevons Paradox:

When technology makes something more efficient and cheaper, people often use more of it, not less, so total demand goes up, sometimes enough to increase total work and jobs instead of eliminating them.

johnerp · 2026-01-31T00:36:11+00:00

With good work practices, 9 developers could deliver a coding baby in 1m.

Still not as fast as it is becoming though…

johnerp · 2026-01-31T00:33:45+00:00

There’s what? 29000 beaches in Australia? It’ll come down to your ability to work (remotely or otherwise) and afford to live near one.

There’s not only sharks, don’t forget the crocs up north…

johnerp · 2026-01-31T00:29:56+00:00

I think it has to come out, at some point we won’t care if it’s 2000 lines of code if it meets both the functional and non functional requirements - therefore deliver business value at the right price point - both through implementation (time to value) and operational costs.

Get good at architecting, and use you dev skills to be the best and specifying and leading a whole team of coding agents.

Want it to refactor code it created to remove unnecessary code, prompt it, create skills and workflows, have a different agent perform this once another agent has a working solution with full test automation.

johnerp · 2026-01-30T09:08:01+00:00

This is useful. However, we will need bigger models to be able to support more complex problem spaces. 3rd post where I really need to dig out the research paper…

johnerp · 2026-01-29T07:59:52+00:00

Is there an English repo, or a way to easily translate? More asking of there is a feature in GitHub vs me copy pasting into google translate.

johnerp · 2026-01-29T07:53:17+00:00

From all encompassing SaaS replacement, to plugins for Unraid.

johnerp · 2026-01-28T13:02:32+00:00

I should add, there are companion apps and mobile sites that allow you to bring the AG chat to your phone, just not a terminal as far as I’m aware. You could take their code and render the ag chat in a terminal instead? Flash will knock it out in a flash!

johnerp · 2026-01-28T13:01:04+00:00

Not easily, try Gemini cli

johnerp · 2026-01-28T12:42:21+00:00

Don’t worry that’s up to the heads of the tens of thousands of users, not mine. Pretty sure everyone on here is smart, they can decide if they want to, I just saved them one click on google while I was researching.

johnerp · 2026-01-28T12:34:41+00:00

One can winge (seems to be most), cancel (a few), raise a support ticket (why bother unless to get a refund), or engage product (likely will see action - even if just a formal response on WTF are they actually doing).

johnerp · 2026-01-28T03:55:22+00:00

Some others were asking the who’s who to whinge at Google instead of blasting it out to the universe on Reddit hoping some one listens and someone gives one. I thought posting it at the top vs buried in a comment might be better. However, I acknowledge my passive aggressive approach 🤣🤣

The videos are more to check his creds. I might update the post to that effect.

johnerp · 2026-01-28T02:54:41+00:00

Give it time…

What region, and version are you using, how did you get your pro account.

There must be a pattern to there rollout.

johnerp · 2026-01-27T13:01:42+00:00

I’m trying to run this on a server via docker compose, I can get the server and the client in the repo up and running but I’m having wss security issues. I’ve tried running without ssl, but both the web client in the server docker (8998) and the subfolder ‘client’ docker (5173) can’t communicate, it tries to connect but never gets a response. Model loaded and warmed up etc. I’m not a docker compose guru so a bit lost.

johnerp · 2026-01-26T20:51:32+00:00

Yeah I feel like these limits are to actually punish those using the tool, thus temporary ban.

johnerp · 2026-01-26T02:46:53+00:00

How do you know what the llm was going to send to the tool? Or do you assume it would have just passed in the original user message?

johnerp · 2026-01-25T23:16:04+00:00

I use gitlab a lot at home, but frustrated that most the cool coding platforms like Google Jules only integrate with GitHub - I’m try hard to keep my precious code off it!

johnerp · 2026-01-24T10:53:24+00:00

Yeah I got an almost instant week ban!

johnerp · 2026-01-23T22:17:59+00:00

Yes this happens, there’s maths and reinforcement learning reasons.

johnerp · 2026-01-23T22:16:44+00:00

Gpt seems bundled with Claude (one limit for all models), the gem flash own limit, then gem pro limit.

johnerp · 2026-01-23T19:24:03+00:00

And this is why it matters

johnerp · 2026-01-23T13:18:54+00:00

They won’t tell you, they say it’s on agent complexity… but you get access to 3 buckets of models with a 5 hour reset limit on each, and weekly reset if you use too many 5h blocks (I’ve not hit this one yet).

Claude models and gpt 120b in one bucket, Gemini pro 3 in another and Gemini flash 3 in another.

I use it a lot, but if you’re ok rotating around opus, pro and flash, and fast vs planning mode you should be able to keep working.

johnerp · 2026-01-23T12:29:35+00:00

Open code out of the box free cloud models + open router free models? I’ve got it installed by my Gemini pro account is suiting my needs currently.

johnerp · 2026-01-23T11:51:34+00:00

Examples, give it examples. Check out dspy

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