Winamp been really unique, probably because they able to combine that unique design with very practical UX. Even when better players released a lot of users got hard times to switch because of UI, visualizations, skins...

It was also much "bigger" on the earlier screens, because the resolution just wasn't there (I remember finally getting a 1024x768 screen for Windows 95).

try Unsloth recommended settings

    Thinking mode for general tasks: temperature=1.0, top_p=0.95, top_k=20, min_p=0.0, presence_penalty=1.5, repetition_penalty=1.0

    Thinking mode for precise coding tasks (e.g. WebDev): temperature=0.6, top_p=0.95, top_k=20, min_p=0.0, presence_penalty=0.0, repetition_penalty=1.0

    Instruct (or non-thinking) mode for general tasks: temperature=0.7, top_p=0.8, top_k=20, min_p=0.0, presence_penalty=1.5, repetition_penalty=1.0

    Instruct (or non-thinking) mode for reasoning tasks: temperature=1.0, top_p=0.95, top_k=20, min_p=0.0, presence_penalty=1.5, repetition_penalty=1.0

(Please note that the support for sampling parameters varies according to inference frameworks.)

OSS projects usually has culture which adopting quality aimed development practices much faster that commercial projects (because of cost of adoption) so it looks like same concerns eventually will hit other kind of projects.

unlikely, FOSS is mostly driven by zero-cost maintenance but AI tools needs money to burn. So only few FOSS project will receive sponsored tools and some definitely reject to use by ideological reasons (for example it could be considered as poison pill from copyright perspective).

>With AWS the knowledge is at least transferable

unfortunately it lot of things in AWS that also could be messed up so it might be really hard to research what is going on. For example, you could have hundreds of Lambdas running without any idea where original sources and how they connected to each-other, or complex VPCs network routing where some rules and security groups shared randomly between services so if you do small change it could lead to completely difference service to degrade (like you were hired to help with service X but after you changes some service Y went down and you even not aware that it existed)

Not much different from how it worked in companies I used to work for. Except the situation was even worse as we had no api or UI to probe for information.

probably more beneficial for business not for a users.

and still in 2026 is wide market of those pens with price ranges ~$2000-$3 and ink chooses where some bottles costs ~$50 for 30-60ml.

maybe some combination of visual representation with text. For example it's not easy to come up intuitive with names of operations which could be applied to some surface. But if you could say something like 'select top side of cylinder' and it will show you some possible names of operations (with illustrations/animations) which could be applied to it then it's easy to say back what it need to do without actually knowing what actually possible. So as result it maybe just much quicker way to interact with CAD that we are using currently.

>You need to follow up with a set of strict requirements to set expectations, guard rails, and what the final product should do (and not do).

that usually very hard to do part, and is was possible to spent few days on something like that in real word before LLMs. But with LLMs is worse because is not enough to have those requirements, some of those won't work for random reasons and is no any 'rules' that can grantee results. It always like 'try that' and 'probably this will work'.

Just recently I was struggled with same prompt produced different result between API calls before I realized that just usage of few more '\"' and few spaces in prompt leaded model to completely different route of logic which produced opposite answers.

it looks like some kind marketing push or 'growth hack', just to get some viral thing around which justify why do you extra reason to pay for Claude or Tailscale subscription.

I personally not even convinced that Claude Code any better on average than something like Aider+Gemini 3 or other good model. May be in some specific cases it actually better but in those Aider+'Antropic Model via API' most likely will work too.