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15 backup solutions + AI agents need standards
Welcome to edition #46 of the We ❤️ Open Source newsletter!
This week we're exploring the open standard that could fix AI agent fragmentation (think OpenAPI for agents), discovering 15 backup solutions that won't lock you in, solving 10 frustrating Linux problems with fast fixes, and learning how Flutter brought temple communities together. Plus, Jono Bacon joins the podcast to explain why measuring developer engagement beats guessing every time.
Made and curated by real humans.🙂 This week we'll look at...
Believe IRL is the way?
Join us Tuesday evening, February 10
If you knew what the acronym for In Real Life (IRL) meant without looking, you're our kind of person. It distinguishes the physical world from the virtual one, and it's exactly what we need more of - especially in the age of AI. Join us February 10 in the RTP to learn something new, meet new friends, and have some fun. And did we mention one of the top experts in the world will be speaking?
Articles
 | AI agents are everywhere, but every framework defines them differently. The result? Fragmentation, governance gaps, and zero portability. Enter the Agent Definition Language (ADL), an open standard that does for AI agents what OpenAPI did for APIs. Learn how ADL makes agents inspectable, governable, and portable across frameworks—and how the community can help shape it. WHY WE ❤️ IT: We love the "How to contribute to the Agent Definition Language" section at the end and how it includes step-by-step instructions and a link to the GitHub repo. |
 | Your WiFi dies after an update. SSH keeps failing. GNOME crawls to a halt. We've all been there. This week, Learn Linux TV tackles 10 real-world Linux problems with solutions you can implement immediately. From authentication logs to hardware swaps, learn the fixes that actually work. Stop guessing, start solving. WHY WE ❤️ IT: As Jay states in the post and recording, it's likely you've experienced one or more of the issues identified and discussed. This quick read and watch can produce quick results and help you out immediately. |
 | Can open source technology preserve cultural traditions while serving nonprofit communities? One developer built a Flutter app that brings temple timings, aarti schedules, and volunteer opportunities to devotees' phones. Learn why Flutter was the right choice, how the app strengthens community engagement, and how your organization can replicate this model. WHY WE ❤️ IT: This is another article that offers a Call to Action and a direct way to get involved, as well as a link to a GitHub repo. What's not to love? |
What's in your technology toolbox?
Your data faces constant threats like ransomware, hardware failures, and accidental deletions. Discover 15 open source backup solutions that offer transparency, flexibility, and reliability without vendor lock-in. From command-line power tools like BorgBackup to user-friendly options like Déjà Dup, find the backup solution that matches your needs and technical comfort level.
From the We ❤️ Open Source Podcast
 | Most companies make developer docs and hope for the best. Jono Bacon has a better way: Behavioral checkpoints that track real usage from first API call to production testing. AI now catches what humans miss, like slightly off messaging. Stop guessing, start measuring, and figure out where developers actually drop off. |
Wrap Up
If you've made it this far (thank you!), check out everything we do, our YouTube channel with 1000's of open source talks, the many meetups we host around the southeast and NYC, the All Things AI spring event we co-host, and of course All Things Open, the largest open source tech conference on the US east coast.
We hope you learn something new this weekend!
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