Julio Barros (@juliobarros) 's Twitter Profile
Julio Barros

@juliobarros

Independent AI/ML practitioner focused on uncertainty, explainability, and causality.

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linkhttp://www.E-String.com/about calendar_today20-01-2008 18:11:42

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Julio Barros (@juliobarros) 's Twitter Profile Photo

I'm starting to focus more on on-device AI but it's been a long time since I wrote any native code. So to get back into it I built PingPal - an iPhone app I've personally wanted for years. It's a simple private app that helps you stay in touch. apps.apple.com/us/app/ping-pa…

AI In Production (@aiinproduction) 's Twitter Profile Photo

We've started to upload the conference videos. Check them out, like them and subscribe to get notified here: youtube.com/@AIinProduction

Julio Barros (@juliobarros) 's Twitter Profile Photo

There is a lot of interest in "vibe coding" but also consider "Vibe Engineering" or "Spec Driven Development". I checked out a few frameworks from lightweight to comprehensive. e-string.com/articles/vibe-… What's your experience? Know of frameworks I should check out?

Julio Barros (@juliobarros) 's Twitter Profile Photo

I've gotten questions about various agent protocols and acronyms so I wrote up the more common ones such as MCP, A2A, AP2, etc, at e-string.com/articles/ai-pr… Let me know if you have any questions or if I missed something critical.

Matt Mazur (@mhmazur) 's Twitter Profile Photo

In a world where coding agents are as good if not better than the best human coders, you’re not going to have much of a edge if your primarily skill today is cranking out code for projects that someone else came up with. Instead, you can differentiate yourself by having great

Julio Barros (@juliobarros) 's Twitter Profile Photo

I've been working on a voice assistant app and have been learning a lot about the topic. This is a summary of my related notes. e-string.com/articles/voice… btw checkout the app at getaudioinput.com

Julio Barros (@juliobarros) 's Twitter Profile Photo

I’ve been using claude code extensively lately and they’ve provided passes for a free week if anyone is interested   claude.ai/referral/edjxm… FWIW

Julio Barros (@juliobarros) 's Twitter Profile Photo

After 40 years of writing code, I'm barely writing code anymore. Not because I've stopped building—because agents do the typing now. The job is shifting from syntax to specs. From coding to designing intent. Wrote up what I'm seeing and where to start e-string.com/articles/shift…

Julio Barros (@juliobarros) 's Twitter Profile Photo

The new Claude Code tasks (along with AskUserQuestion tool, and skills etc) means that you can create your own custom workflows. I like seeing the tasks come and go and their status, etc so wrote a Mac app CCTaskViewer to do that. Its on testflight testflight.apple.com/join/wZeBH8Es

Julio Barros (@juliobarros) 's Twitter Profile Photo

Our first Agentic Cafe meeting was yesterday and it was great. Really impressed with the group and the quality of the discussions. I wrote up some notes here: agenticcafe.com/articles/our-f…

Julio Barros (@juliobarros) 's Twitter Profile Photo

A while a go I had an iPad app that some people really liked, iCardSort. Which is a digital card sorting app for organizing ideas, concepts, etc. Its coming back and a TestFlight version is available at testflight.apple.com/join/sMT7MqYt LMK if you have any issues or questions.

Julio Barros (@juliobarros) 's Twitter Profile Photo

Most arguments are convincing because they only represent one perspective. I built a system where AI agent, each representing a different stakeholder, analyze, debate, and stress-test the argument from every angle. Here's how it works: e-string.com/articles/agent…

Julio Barros (@juliobarros) 's Twitter Profile Photo

Next Agentic Cafe is Wednesday Feb 25, 7–8pm ET. Small group, practitioners only. On the table: OpenCode experiences, orchestration, open discussion. agenticcafe.com

Julio Barros (@juliobarros) 's Twitter Profile Photo

We had great Agentic Cafe meeting on Wednesday. Don Shin helped kick everything off with a short talk on his agentic processes. I wrote up some notes at agenticcafe.com/articles/2026-…