"For organizations with stringent data privacy requirements, Mistral OCR offers a self-hosting option. This ensures that sensitive or classified information remains secure within your own infrastructure, providing compliance with regulatory and security standards. If you would like to explore self-deployment with us, please let us know."

https://docs.mistral.ai/models/ocr-3-25-12 https://mistral.ai/news/mistral-ocr-3

I'm also using Voxtral TTS to try to replace OpenAI. It "works", but I've had problems with volume levels being radically different between different audio chunks. It doesn't seem to "understand the full text" the way OpenAI's voice models do, which can be more expressive. Voxtral sometimes sounds robotic in the reading. And some Voxtral TTS output contains music in the background occasionally, which suggests their training corpus isn't that clean. Try generating a personalized news podcast, and the intro may occasionally sound like the music for BBC News underneath....

As for not focusing on AI, there's this interview in the Big Technology Podcast 2 months ago, where the Mistral CEO says their main focus is on helping companies fine-train models for internal use, over being a general model builder.

https://www.youtube.com/watch?v=xxUTdyEDpbU&t=1357s

Not at all! Apologies if tone isn't coming through as I wanted. Good to have a contrarian view presented. Maybe a subscription really is what their particular market wants.

$10 is too low for a one-off purchase as well, I'm not saying to lowball the price. $29 for a small utility could be reasonable, and that gives you some room to offer discount pricing / sales if you want. As for major version upgrades, I'd be imagining a typical 50% off, $15 to buy an upgrade to v2 if the customer wants it. Of course, not every customer will want that.

You could offer both a subscription and a one-off purchase. It might put off some customers that you're even offering a subscription, but at least then you're offering everyone what they might want. And if you offer both, you'll have real data on what customers actually prefer, if you don't have that data already.

And as others have said - it's their business, they can choose their sales model! Offered only as a friendly suggestion and potential customer feedback.

Subscription is a big nope here, though. Especially for Mac software, I'd expect something where you pay for one major version, that is guaranteed to works on specific macOS versions, and gets minor bugfix updates too. But maybe the next macOS version requires a newer major version update to run, in which case you pay an upgrade fee to buy the next major version - or maybe the next major version has new features you might want to upgrade to as well.

My old Macs are stuck on 10.13, and I see Ubar mentioned elsewhere in this thread and that it's still compatible with 10.13. I might consider the $30 one off price to buy Ubar and keep it forever, but I wouldn't do a $10 subscription.

"To experiment with this now, try: CLAUDE_CODE_AUTO_COMPACT_WINDOW=400000 claude."

Maybe try changing the 4 to a 3 and see if that works for you?

I don't have metrics, so I could be imagining this, or finally noticing extra lag of the Claude Code client. On the other hand, the API was giving me range anxiety, I won't be pushing a 300k context window into that anytime soon, like I occasionally need to do in Claude Code.

He demonstrates in the code that OpenCode aggressively trims context, by compacting on every turn, and pruning all tool calls from the context that occurred more than 40,000 tokens ago. Seems like it could be a good strategy to squeeze more out of the context window - but by editing the oldest context, it breaks the prompt cache for the entire conversation. There is effectively no caching happening at all.

https://youtu.be/Dli5slNaJu0

https://x.com/steipete/status/2040811558427648357

"Anthropic now blocks first-party harness use too

claude -p --append-system-prompt 'A personal assistant running inside OpenClaw.' 'is clawd here?'

→ 400 Third-party apps now draw from your extra usage, not your plan limits.

So yeah: bring your own coin "

My reverse audio reply loop is convoluted - I have Claude generate its TTS file from Whisper/Mistral, and upload them to a server with an RSS file it updates, so I can play them in my podcast app (AntennaPod), then send me a notification via Pushover that the reply is waiting. I ended up building out an MCP tool for that workflow, so Claude really just calls the MCP tool with the text of what it wants to say, everything else is a deterministic program doing the work.

Memory is really useful to have - it can just be a bucket of searchable Markdown files. It's also useful to have a "reminders to self" Markdown file that Claude reads each time, and that Claude can update. I don't continue the same context window, and that "reminders to self" plus the ability to read previous emails in the conversation seems to be enough to keep the context going for me.

You'll feel better if you know exactly how your Claw is locked down. Mine doesn't have the open email access others are granting, not at all. Claude gets a bit grumpy about that and keeps begging for more access :)

The other common use case seems to be kicking off an automated Claude session from an email / voicetext / text / Telegram, and getting replies back. I'm emailing Claude throughout the day now, and sometimes it's useful to just forward an email to Claude and ask it to handle the task within it for me.

But I think many people criticizing the various Claws are missing out on the cronjob aspect. There's value in having your AI do work automatically while you're asleep. You don't even need OpenClaw for that, just a cronjob that runs claude -p in the early morning. If you give your AI enough context about yourself, you get to a point where it just independently works on things for you, and comes to you with suggestions. It doesn't need to be specifically prompted. The environment of data it can access is its own context, its own prompt. With that, it can sometimes be surprising and spooky what you wake up to, without being directly prompted.

Give it enough context, long term memory, and ability to explore all of that, and useful stuff emerges.

The general idea is make a simple deterministic program that runs on your PC at home in a never ending loop. Every minute or so, check Telegram for a new message. If a message is received, then the program runs "claude -p" with a prompt, whatever MCP tools or CLI permissions it needs, and the contents of your Telegram message. Just leave the program running on your home computer while you're out, and you're done.

I don't use Telegram, so coding the part to check Telegram would be the hard part. I use email instead, and have the program check every minute for new mail (I leave my email program running and check the local inbox file). I'd already coded up a local MCP server to manage my ToDo list (Toodledo) so Claude just calls the MCP tools to add the task.

"Today, Europe receives 99% of the answers to search queries from external infrastructures. We believe, however, that a higher level of digital sovereignty is essential for a functioning democracy and economy. With our new web index, we are creating a European perspective on politics, culture and values. This is a long overdue step towards more plurality in the digital world, which is also being called for by our society."

https://www.eu-searchperspective.com

EDIT: Worked on my phone, but now on my desktop it's asking for a subscription again. Either way, thanks for the link.

Asked on 7.30 if the ceasefire should apply to Israel's action in Lebanon, [Australian Foreign Minister] Senator Wong was adamant it should. "Yes," she said. "Our position is that the world expects that the ceasefire should apply to the region."

https://www.abc.net.au/news/2026-04-08/penny-wong-says-israe...

You must see some value, or are you in a situation where you're required to test / use it, eg to report on it or required by employer?

(I would disagree about the code, the benefits seem obvious to me. But I'm still curious why others would disagree, especially after actively using them for years.)

The UI in Rowland's demo at 32min is feeling a little DearImGui / Reaper-ish, kinda bland while also being non-native. But I've seen all the UIs that Arturia & everyone else makes with JUCE, even what Valhalla does with it with their NASA inspired interfaces, so it can clearly make amazing stuff.

I can't believe we're now looking to PACE of all companies to help indie devs. I hated iLok for so long even though I have two iLok dongles now ;)