- We ❤️ Open Source
- Posts
- 15 overlooked AI rules, accessibility tips, AI agents
15 overlooked AI rules, accessibility tips, AI agents

Welcome to edition #22 of the We ❤️ Open Source newsletter!
Somehow it’s already August, but instead of wondering where the time went, we're diving into a fresh batch of ideas, insights, and tools that are shaping open source right now.
From accessibility tips to AI agents, our goal is to raise your open source IQ and share the stories of the people shaping the open source world—through content made and curated by real humans. 🙂
This week we'll look at...
Need Help Understanding Open Source?
Our friends at Red Hat can help
While it's easy to believe everyone understands what "open source" means these days, the truth is many in the tech sector do not. And there's zero shame in that. The truth is we at ATO have to study at a frantic pace just to keep up. If you're like us, good news! Our friends at Red Hat have a page on their website designed to educate and answer about any question you might have. Take a minute and check it out! We'll think you'll be glad you did.
Articles
Meet Paris Karahalios, the nuclear engineer who turned a passion for programming into a second career and built a spreadsheet to rival Lotus 1-2-3. In part one of this four-part series, Jim Hall interviews Paris to discover how punch cards, calculators, and curiosity set the stage for As-Easy-As, a powerful alternative born from unexpected beginnings. WHY WE ❤️ IT: Believe it or not, in the early days of personal computing developers built software by hand from first principles because they had to. This series shares the story behind As-Easy-As, the spreadsheet built from scratch, and the lessons learned along the way. This is part one of an in-depth look at an innovative program that was a standout in its field. |
Accessibility matters, and it starts with a few small steps. Aude Konan shares 5 practical tips to help you build more inclusive websites that welcome all users. Learn how to write better alternative text, choose accessible colors, craft descriptive links, structure headings, and simplify your language. Start now and make a difference. WHY WE ❤️ IT: Around 1 billion people in the world have a disability of some sort which impacts the way they access the online world and websites. The open source community has the opportunity to make a difference by creating accessible websites. But with accessibility being so vast and complex, where should you start? This article helps to answer that question. |
What does real AI actually look like? This opinion piece by David Both outlines 15 overlooked rules that should shape how we think about intelligent systems, plus what sci-fi icon Robbie the Robot can still teach us today about "intelligence." WHY WE ❤️ IT: Any article that mentions or uses as a reference point the now classic Sci-Fi movie Forbidden Planet and goes on to mention "the planet Altair IV" and "the United Planets starship C-57D" is one we'll read almost immediately. |
What's in your technology toolbox?
Can your AI agent handle real-world complexity? In this lightning talk, Kevin Blanco from Appsmith shares a live demo that connects docs, CRMs, support tickets, and more into a single helpful assistant—no fine-tuning required.
WHY WE ❤️ IT: AI agents are only helpful if they can plug into the messy, real-world workflows teams already use. Kevin Blanco’s demo shows how you can skip the complex setup and start building practical, context-aware assistants that actually improve response times and reduce friction.
From the We ❤️ Open Source Podcast
From one-person startups to enterprise teams, real-world generative AI projects all face the same challenge: Turning ideas into working solutions. This podcast interview shares practical lessons on use case strategy, tooling, and why staying hands-on with the tech is essential for building AI that actually delivers. |
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, and the many meetups we host around the southeast and NYC.
We hope you learn something new this weekend!
How did you like the newsletter? |