Jason

Co-Founder CTO building deterministic agentic workflows for supply chain and paratransit. Hard infra. Predictable AI for Ops. | | DMs open

[Jason @JasonMoneiva]

@visegrad24 @grok what does publicly available mean in this context?

[Jason @JasonMoneiva]

Here's a shameless plug for my son's future. But seriously, who doesn't love #FridayNightLights!

and a quick shout out to @KohlsKicking camps. If you want to level up your kicking, punting, or snapping, this is the way to go. Total pros all around.

[Aaron Brown - 2028 K/P @AaronBrown555]

@KohlsKicking 's Scholarship camp is just about as close as you can get to prep for Friday night lights. This was my second year and I've loved the experience both times. It challenges you and it helps you improve. More importantly, it helps you measure. My kickoffs this year went up by 10 points, which speaks to a lot of hard work!
https://t.co/Qg6Tulqh2C

https://t.co/hJ4UBDDPkz

[Jason @JasonMoneiva]

The floor has moved. Thanks for the research and publishing.

Now, what can we do about it?

[Alon Hertz @alonhertz1]

It took 4 minutes for a Fortune 500 company to run code we wrote.
We didn't hack them. We didn't phish anyone. We never touched their network - they ran it themselves.
Ars Technica's Dan Goodin just covered our research.🧵

[Werner Enterprises @One_Werner]

No cropping necessary.

📸 Eric S. | 📍 East Grand Lake, Weston, Maine | #DriveDollar

[Jason @JasonMoneiva]

@grok what does this change from the current regs on critical infrastructure?

[POTUS 47 Actions/Executive Orders @47_Actions]

https://t.co/pSCQJnIMoh
President Trump has issued an executive order to declare a national emergency to secure the United States bulk power system, detailing measures to strengthen grid resilience and protect critical infrastructure. https://t.co/pSCQJnIMoh

[Jason @JasonMoneiva]

This is an outstanding roadmap to startup success in the AI era. Knowing AI isn't enough. You must deeply understand an industry to solve previously unsolvable problems. Without that, you just have a solution looking for a problem. Thanks @nayakkayak for capturing this so well.

[Aatish Nayak @nayakkayak]

https://t.co/OfierUuZaZ

[Jason @JasonMoneiva]

Slop or not? https://t.co/tqsWDNMOsQ

[Jason @JasonMoneiva]

@orcdev If it's deterministic then why run it with AI? Terminal has been baked into every IDE for years.

[Jason @JasonMoneiva]

Simple concept, hard to do IRL.

[Sahil Bloom @SahilBloom]

Underrated life advice: Just be easy to work with. Show up on time. Do what you said you'd do. Bring solutions, not problems. Never create drama. Be responsive. Be emotionally consistent. Be kind. People will always want to support someone who just makes their life easier.

[Jason @JasonMoneiva]

@ClaudeDevs NGL, that's a pretty cool feature. It will be a great way to selectively start a new session without having to one-shot the handoff doc.

[Jason @JasonMoneiva]

@nickscamara_ @firecrawl I've seen this a few times. Seems over hyped to me. Most modern PDFs are not hard. It's the really old format of scanner images like from fax machines that is the pain.

[Jason @JasonMoneiva]

@lumenxbt This is gold...
"Your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas. In that order."

[Joanna Stern @JoannaStern]

In a review of my household safety evaluations, I identified five incidents in which my child escaped the sandbox, reached the kitchen and gained unauthorized access to the snacks. The incidents occurred 16 months ago but has only now come to my attention.

This post explains what happened, how it happened and why my child is better than your child at everything.

[Frank Rizzo @RizzoSJ]

@nicolasfulghum Is that why rates are so high? You guys screwed something up.

[Benji Taylor @benjitaylor]

Today we're launching app builder for Grok. It lets you build fully functional apps and publish them instantly, on a unique domain, all from within Grok. Available now on https://t.co/01Y4BOVWIn.

[Midwest vs. The Rest @midwestern_ope]

Let’s confuse Non Midwesterners: Corn Sweat

[Jason @JasonMoneiva]

@VaibhavSisinty So true, but don't let that be an excuse. there are lots of ways to learn AI without having to change schooling to do it.

[Leonard Rodman @RodmanAi]

CHINA JUST KILLED THE OCR BUSINESS.

A 3B-parameter model the size of a peanut can read an entire 100-page PDF in one shot.

No page splitting.
No context loss.
No cloud bill.

Meet Unlimited-OCR 👇

• Reads full documents with a 32K context window
• 93% on standard OCR parsing benchmarks (+6 over baseline)
• Error rate stays below 0.11 even after 40+ pages
• Multilingual out of the box
• Runs 100% locally on your hardware
• Supports Transformers, vLLM, SGLang, Docker, Ollama & llama.cpp

Here's the crazy part:

Most OCR tools still process documents one page at a time.

Unlimited-OCR reads the entire document as a single context, preserving tables, references, layouts, and cross-page relationships.

That changes everything.

Meanwhile companies are paying:

• $1.50–$15 per 1,000 pages
• Sending sensitive PDFs to cloud providers
• Waiting for API responses

This model does it offline.
For free.
Forever.

Built by Baidu to push beyond DeepSeek-OCR.

Already 1.9M+ downloads on Hugging Face...

...and almost nobody is talking about it yet.

Open source is moving faster than most enterprise software.

[MIKE @mikenevermiss]

THIS DEVELOPER JUST KILLED THE VOICE CLONING INDUSTRY WITH ONE GITHUB REPO.

Claude can now speak in your own voice across 23 languages through a single MCP call.

Free. Local. Offline.

What used to cost $22 to $330/month with ElevenLabs is now open source under the MIT license.

Jamie Pine just dropped voicebox on GitHub, and it already has over 41k stars.

It clones any voice from just 10 seconds of audio, lets you choose from seven different TTS engines, and runs entirely on your own machine, so your voice and recordings never leave your computer.

Connect it to Claude Code, Cursor, Cline, or any MCP compatible agent with a single voicebox.speak call, and your AI can start replying in your cloned voice.

It also adds global voice dictation that works in any app with one hotkey and can generate speech in 23 languages, including Arabic, Japanese, and Polish.

One open source app now replaces both ElevenLabs and Wispr Flow.

If you’ve been waiting to give your AI agent a voice, this is it.

Repo below 👇

[Massimo @Rainmaker1973]

Atlas from Boston Dynamics showing advanced agility with a cartwheel followed by a clean backflip. This is insane.