iiinova — where your digital self keeps evolving

Jason Pearson @kaeawc.bsky.social · 25/02/2026

Honestly why not run OpenClaw? There are ways to run it safely and it's kinda built for that use case

Jason Pearson @kaeawc.bsky.social · 22/02/2026

I haven't blogged about that work specifically, but the main success differentials were providing the agent with everything needed to inspect potential issues (view hierarchy, overlapping views, occluded views, rotation, insets, camera cutout) and the entire navigation graph.

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Jason Pearson @kaeawc.bsky.social · 11/02/2026

I've used both with the 4.5 anthropic models and Junie gets in the way. I'm not trying it again

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Reposted by Jason Pearson

Sherrilyn Ifill @sifill.bsky.social · 08/01/2026

Make it viral.

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Jason Pearson @kaeawc.bsky.social · 18/12/2025

I don't see this on pocketcast yet - are you still publishing there or is it just delayed?

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Jason Pearson @kaeawc.bsky.social · 20/10/2025

And raisins, tea, and coffee too. Every dog is different, sister in law's ate an chocolate cupcakes and was okay 🤷‍♂️

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Jason Pearson @kaeawc.bsky.social · 20/10/2025

Grapes are another big one. Simply can't allow our kids to have them in the house because they just don't understand.

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Jason Pearson @kaeawc.bsky.social · 20/10/2025

Wonder what Atlassian bases their status pages on.

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Jason Pearson @kaeawc.bsky.social · 20/10/2025

Funny what breaks down when internet services fall apart. Seems like their payment system is based on Toast status.toasttab.com but their status page is at least accurate

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Jason Pearson @kaeawc.bsky.social · 09/10/2025

My kids like to decorate and we just let them pick a room and put up banners, streamers, and decorate - could be fun to try? Otherwise think you'll have to vibe code one. Totally get what you mean, gaming seems rampant with that stuff

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Jason Pearson @kaeawc.bsky.social · 08/10/2025

Time to vibe code a browser?

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Jason Pearson @kaeawc.bsky.social · 25/09/2025

I've found that I'm able to use it as a workflow assistant to constantly apply deep analysis - mostly in what it can observe via UI, but there's potential with database, navigation, etc. Will be updating docs and releasing the next version when I can. Feedback welcome!

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Jason Pearson @kaeawc.bsky.social · 24/07/2025

I'd hang, just need to put kiddos down

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Jason Pearson @kaeawc.bsky.social · 23/07/2025

And if you want to try it out I just released v0.0.5 zillow.github.io/auto-mobile

zillow.github.io

AutoMobile

Mobile interaction automation

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Jason Pearson @kaeawc.bsky.social · 23/07/2025

Awesome discussions! Was refreshing and neat to see panels done this way

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Jason Pearson @kaeawc.bsky.social · 23/07/2025

It's going to be waiting a long time with SO traffic nosediving

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Jason Pearson @kaeawc.bsky.social · 03/07/2025

Not in the same way I'm talking about. They have no context for build system, language server, your project dependencies, and what would actually compile. Tools that provide that context would make those agents better.

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Jason Pearson @kaeawc.bsky.social · 02/07/2025

I've been thinking about this since I'm creating tools to do it for UI testing. Rather than just letting the AI monkey around with the function inputs, what if we had an MCP that could explore source code and interfaces the way I've been able to explore UI?

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Jason Pearson @kaeawc.bsky.social · 26/06/2025

AutoMobile is OSS on GitHub! Come check it out at zillow.github.io/auto-mobile #LiveDemo #AndroidDev #dcnyc25

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Jason Pearson @kaeawc.bsky.social · 26/06/2025

I'll be at Stage 2 at 3:30pm, come with questions and take some stickers

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Jason Pearson @kaeawc.bsky.social · 26/06/2025

AutoMobile talk today at #dcnyc25 #LiveDemo come check out the tooling I built to make #AndroidDev automation automated

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Jason Pearson @kaeawc.bsky.social · 25/06/2025

Metaprogramming with @anthonycr.bsky.social 🎉🙌🤠 Programming programs that program programming programs #AndroidDev

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Jason Pearson @kaeawc.bsky.social · 25/06/2025

@stacydevino.bsky.social bit.ly/notandroiddev definitely the keynote we needed for 2025

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Jason Pearson @kaeawc.bsky.social · 25/06/2025

Droidcon videos typically get posted a month later

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Jason Pearson @kaeawc.bsky.social · 25/06/2025

Awesome talk about state of #AndroidDev, Shift-Left. Agree with everything about needing to lean into skillsets to make it in the coming years

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Jason Pearson @kaeawc.bsky.social · 23/06/2025

Android MCP space is about to 🚀

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Jason Pearson @kaeawc.bsky.social · 23/06/2025

Sure thing 🙌 likewise happy to share yours. I also have an MCP talk on day 2 about a new project called AutoMobile.

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Jason Pearson @kaeawc.bsky.social · 23/06/2025

I created an Android MCP SDK, hoping it can be transferred to the MCP GitHub org and continue to iterate. I see a lot of potential capabilities with it, even in production eventually. www.github.com/kaeawc/andro...

github.com

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Jason Pearson @kaeawc.bsky.social · 23/06/2025

I've been researching AI assisted coding tools for Android for months. Here's my review of everything I looked into for my personal projects #AndroidDev www.jasonpearson.dev/ai-code-assi...

jasonpearson.dev

AI Code Assistants for Android Engineers

I reviewed the available agentic coding options for Android engineers while pursuing my own workflow adaptation.

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Jason Pearson @kaeawc.bsky.social · 22/06/2025

You did a great job and it shows. I'm definitely sharing it with the AI communities and groups I'm in, there are too few who understand what you wrote about so clearly.

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Reposted by Jason Pearson

Steve Klabnik @steveklabnik.com · 10/06/2025

AI-assisted coding for teams that can't get away with vibes blog.nilenso.com/blog/2025/05...

blog.nilenso.com

AI-assisted coding for teams that can't get away with vibes - nilenso blog

...

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Jason Pearson @kaeawc.bsky.social · 22/06/2025

I think the categories make some sense (agree the pure wording is off) but the bits about LLM code being not useful for certain categories seems more about workflow experience and choice.

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Jason Pearson @kaeawc.bsky.social · 22/06/2025

Documented my efforts to get Gradle Configuration Cache reuse on CI with detail about latest performance efforts #AndroidDev #Gradle www.jasonpearson.dev/gradle-confi...

jasonpearson.dev

Gradle Config Cache Reuse on CI

History, optimization iterations, and instructions on how to get Gradle Config Cache reuse on CI.

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Jason Pearson @kaeawc.bsky.social · 18/06/2025

And then you can have the agent convert back to bash 🤠 its pretty great that tech stack choices aren't as much of a lock in as they used to be

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Jason Pearson @kaeawc.bsky.social · 17/06/2025

Likewise! Been reading Platform Engineering by Camille and just glad to see and hear others having the same discussions and learnings

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Jason Pearson @kaeawc.bsky.social · 02/06/2025

Claude 4 seemed like an incremental improvement at first, but now after a week+ I'm observing a stepwise change in tool call processing and planning. I simply have longer and better planned sessions with it now that get to my goals faster but also help with what's next.

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Jason Pearson @kaeawc.bsky.social · 01/06/2025

I've noticed a big increase in that stuff. It used to be less polite to me in Claude 3.7 than 4. But I'm also using it 10x more so... more interesting to me is I'm seeing way better planning and documentation of planning. And that is a great feedback cycle.

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Jason Pearson @kaeawc.bsky.social · 31/05/2025

You're either going to love or hate my talk. Hopefully the ff7 reference makes you love it either way

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Jason Pearson @kaeawc.bsky.social · 31/05/2025

Wrote up my thoughts from where I started using Cursor in December to where I think we are today and what that learning process really felt like. As an #AndroidDev using Firebender & Claude developing an MCP I truly do see big changes coming. www.jasonpearson.dev/vibe-coding-...

jasonpearson.dev

Vibe Coding is Driving

I make a plan of where I want to go and drive. That's what vibe coding is and its time for software engineers to develop judgment and adapt their senses.

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Jason Pearson @kaeawc.bsky.social · 29/05/2025

Don't sleep on AI tooling for mobile engineering. Everyone is figuring this out now with 0-1 years experience.

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Jason Pearson @kaeawc.bsky.social · 24/05/2025

Journeys is too locked in to Android Studio - need iOS support which is totally possible

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Jason Pearson @kaeawc.bsky.social · 24/05/2025

Working on open sourcing what I've made, hopefully have good news in a week or so

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Jason Pearson @kaeawc.bsky.social · 24/05/2025

Not mine, there's some inefficiencies with the approach to rely on screenshot base64 data that imo don't make sense with today's agents

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Jason Pearson @kaeawc.bsky.social · 23/05/2025

Goodbye Espresso. Maestro/Appium/etc this is your notice to pivot to something else.

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Jason Pearson @kaeawc.bsky.social · 23/05/2025

In the next 6-12 months I will be deleting all Espresso tests in every repository I'm a contributor to. Not because of Google Gemini Journey, but because it's all possible and even more performant today via MCPs.

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Jason Pearson @kaeawc.bsky.social · 23/05/2025

Because they were instructed to, because there was no supply with overwhelming demand, and then there wasn't. And then we got laid off for whatever reason was invented at the time.

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Jason Pearson @kaeawc.bsky.social · 14/04/2025

Think Cursor is having some time dilation as its been about 30 seconds since that duration got updated.

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