Hey there! 👋 We've got a fresh batch of updates rolling out today — a clearer look at how credits work, smarter Project Knowledge, and a mobile fix to keep things polished. Here's what's new:

💳 A Clearer Look at How Credits Work

image.png

We've added a brand-new "How credits work" explainer so you always know what you're spending and why. Alongside it, model pricing now shows up with a simple dollar-sign scale, making it easy to see at a glance which models are lighter or heavier on your credits. No more guesswork — you can pick the right model for the job with confidence.

🔗 Smarter Project Knowledge — Links & Apps

Project Knowledge just got smarter about the links you add. We've rolled out the first phase of link classification, so the links and apps you connect are automatically sorted and recognized for what they are. It's a small step that makes your project sources tidier and easier to work with — with more improvements on the way.

image.png

📱 Bug Fixes & Improvements

We tidied up a spot that was looking a little off on smaller screens: the Juma MCP connect modal now lays out properly on mobile, so connecting your tools on the go is smooth again. We've also refreshed a bunch of under-the-hood dependencies to keep Juma fast, stable, and secure.


That's it for today! Give these a spin and let us know what you think — we always love hearing your feedback. 💙