Douglas Pestana (@DougVegas) header
Douglas Pestana (@DougVegas) profile picture

AI Founder. AI Products. AI Engineering. AI Patent Holder. R. Julia. Mixologist. Co-Founder @LegalMenteAI & Founder of @RemixInstitute 🇺🇲🇨🇴🇮🇪🇻🇦

Orlando | Las Vegas
Joined September 2016
Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)Photo by Douglas Pestana (@DougVegas)
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The Democrats are just as delusional as Trump after the Midterms 2026 regime change They think they won because voters liked the Dem policies & platform. When in reality, the reason they won big in states like Texas, Ohio, & Kansas is because independents & some Republicans protest-voted against Trump by voting Dem
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Most workers are just churning out AI-generated slop as their final work product without reviewing it, editing it, polishing it, or simplifying it Code. Emails. Recaps. Word Docs. Excel spreadsheets. PowerPoint presentations. Graphics. All of it. No QC. This is peak laziness.
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This prediction didn't age well
"this is not going to be some long drawn out thing" Monitor this prediction from JD Dunce.
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Even Vice President JD Vance admits the reason the entire country went Blue on Election Day 2026: "The reason we lost is the war. The president himself said so last night." Trump did that. Trump started the US-Israel war in Iran that was NOT in America's interest. Trump turned the country Blue, including in places like Texas and Kansas. And Vance also says what Republicans need to do to win again: 1) End the war 2) Focus on cost of living/inflation 3) Put America First 4) Change our relationship to Israel Anything other than that is idiotic. There's no 2012 RNC-style Post-mortem needed here. The answer is crystal clear.
One of the things the data analysts on our side obsessed over was "composition"—whether the electorate looked close enough to 2024 for Republicans to win. And despite polls that showed a Democrat blowout, the data kept on telling us the same story: in some states turnout was merely OK, in other states it was downright amazing, and in no state was it catastrophic. There was a genuine sense of optimism on our team: our people were showing up. So, I asked the smartest data guy I know, does that mean we're going to shock the world? "No," he told me. "We might do better than the polls suggest. But the data is telling us that a lot of Trump/Vance 2024 voters are pissed and planning to vote for the other guys. Our voters are turning out, but they may not vote for us." Well, that looks prophetic now. Our voters did show up. In Florida, for example, the electorate was 9 points more Republican than Democrat, just a couple points worse than 2024. Undoubtedly there were places we could have done better on turnout. But the main problem is not turnout. The main problem is that many people who voted for Trump/Vance in 2024 voted for Democrats in 2026. There will be a lot of infighting and arguing over what happened and why that is. One of the pollsters I really respect told me that our economic messaging wasn’t sharp enough down the stretch. I’m sure that’s true. But the real reason we lost is obvious to almost everyone. Another pollster—one of the smartest people I know in politics, told me yesterday we’d lose the generic ballot by 13 points. I felt negative going into Tuesday, but even I was shocked by this. In his polling, he saw that a lot of Trump 2024 voters were angry and planning to vote for Democrats. He asked those voters who had abandoned us what would cause them to come back on our team. The top four answers, accounting for nearly all of the responses were: 1) End the war 2) Focus on cost of living/inflation 3) Put America First 4) Change our relationship to Israel Our voters showed up. And the above four reasons are why many of them voted for Democrats. This is according to a pollster who nailed the results. While many spent Monday attacking Rachel Campos Duffy for calling for a diplomatic resolution to the conflict, it turns out her political advice was sound. (She’s also a great person.) In the next few months, there's going to be a lot of gaslighting. Expect to hear any number of establishment politicians say the solution to our woes is amnesty. I'm open to the idea that we should change enforcement—by focusing more on businesses that hire illegal labor, for instance. But anyone pushing amnesty is lying to you. The reason we lost is the war. The president himself said so last night. If you'd like to argue it was worth it, that losing the Senate for the next 6 years was worth it, then do so. Argue it was a worthwhile cost to pay. Agree or disagree, that's at least honest. But everyone knows why we lost. And any honest conversation about where we go from here must start there. I remain hopeful about our country. To the people who are pissed off and want to say, “I told you so”: you’re right, you did tell us so. Take that energy into electing Republicans who share your worldview. To the people who are just pissed at the results, you should be. Let’s take that anger and get back to the work of saving our country.
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Douglas Pestana retweeted
Asked one of our developers how he uses his AI agents and he just sent me this:
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It really couldn't be any more clear
Trump and the Republican Party got absolutely shellacked on Election Day, and they're 100% accountable for it. The US-Iran War on behalf of Israel was not the only reason for the bloodbath but certainly the last straw with voters. Now the vicious, rabid Democrat hyenas are coming for blood Fox News Boomers: "At least we killed the Ayatollah!" I remember watching Fox News that day, and they celebrated it calling it a "historic day" (as a smiling Martha MacCallum called it). With smiles and victory cries from all the Fox News commentators Khamenei's death was a symbolic victory and didn't invoke regime change. Trump and the US has been losing its war with Iran. Americans have been suffering for it ever since, from higher costs of gas & groceries to wartime inflation. Including the loss of American soldiers' lives unnecessarily. The first thought in Trump's and his sycophants' heads that day wasn't, "we killed an 86 year old man. Maybe that's not such a big deal?" It's very simple. Something even the Trump MAGA Cult can't deny (but they will): once we entered the war with Iran, everything got worse for Americans. Period.
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Douglas Pestana retweeted
The conservatives who said: 1) The war in Iran is catastrophically stupid 2) Affordability is a real problem 3) America First Were exactly right on every point.
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Trump and the Republican Party got absolutely shellacked on Election Day, and they're 100% accountable for it. The US-Iran War on behalf of Israel was not the only reason for the bloodbath but certainly the last straw with voters. Now the vicious, rabid Democrat hyenas are coming for blood Fox News Boomers: "At least we killed the Ayatollah!" I remember watching Fox News that day, and they celebrated it calling it a "historic day" (as a smiling Martha MacCallum called it). With smiles and victory cries from all the Fox News commentators Khamenei's death was a symbolic victory and didn't invoke regime change. Trump and the US has been losing its war with Iran. Americans have been suffering for it ever since, from higher costs of gas & groceries to wartime inflation. Including the loss of American soldiers' lives unnecessarily. The first thought in Trump's and his sycophants' heads that day wasn't, "we killed an 86 year old man. Maybe that's not such a big deal?" It's very simple. Something even the Trump MAGA Cult can't deny (but they will): once we entered the war with Iran, everything got worse for Americans. Period.
Replying to @philippilk
You mean killing a single 86 year old man didn't result in regime change and instant surrender? But Fox News called it a "historic day"
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Douglas Pestana retweeted
The MAGA movement is officially dead 2016-2026
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And the dumbest take of 2026 goes to... Bush's former speechwriter for the Iraq War!
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Net approval of Donald Trump's handling of the ecomony in his first and second term (YouGov)
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My startup, @LegalMenteAI , was mentioned in Forbes
Legal AI has attracted $2 Billion but how can small businesses benefit? A Forbes article on legal AI for small businesses named LegalMente AI® among the companies building tools for this gap. The article points to a clear opportunity: routine legal work like incorporation, NDAs, standard contracts, and document review, made faster and less expensive. It also makes the point we agree with most. AI can speed up the first draft, and attorneys stay involved for oversight, risk, and final judgment. That is the model behind Para®. AI for the repeatable work, and a licensed attorney within reach when it matters. Small businesses have waited a long time for legal help that fits their budget. We are glad more people are talking about it. forbes.com/sites/eshachhabra…
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Douglas Pestana retweeted
This is why Republicans will have their asses handed to them on Nov. 3rd. And they deserve it. They did nothing to stop him.
Q: Do you regret going to war with Iran? Trump: I think it's one of the greatest things we've done.
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Respondit eis Jesus: Nonne scriptum est in lege vestra, Quia ego dixi: Dii estis?
Turns out the future does have flying cars
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Legal, risk, and AI governance at companies right now
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US businesses are starting to re-shore tech talent domestically & away from India The cost of software development & other professional services (like marketing) is becoming cheaper using AI versus using offshore And India has a work ethic & work quality problem that AI solves
This is an accurate analysis of the experiences US companies face when working with many (if not most) Indian offshore workers I hope the Soham Parekh story brings more testimonies like this to light Many US companies are starting to lose trust & confidence in India offshoring
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Douglas Pestana retweeted
The shift is not really that the AI replacing people It is what happens when every person can suddenly move a lot more work 3 people can start looking like a much bigger company
Most founders don’t have a headcount problem. They have a throughput problem. In 2024 I said AI wouldn’t replace jobs: AI-augmented humans would replace other humans. In 2026 that’s not debatable anymore, it's the standard operating system now. The founders winning right now aren’t waiting for a bigger raise or a bigger team. They’re injecting AI into legal, product, marketing, and ops workflows until a 3-person company punches like 15. I'm building @LegalMenteAI and @RemixInstitute at the same time. Different products. Same rule: man and machine, working together. Or you fall behind people who already made that deal. If you’re still treating AI like a side chat instead of critical infrastructure, you’re already late.
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Most founders don’t have a headcount problem. They have a throughput problem. In 2024 I said AI wouldn’t replace jobs: AI-augmented humans would replace other humans. In 2026 that’s not debatable anymore, it's the standard operating system now. The founders winning right now aren’t waiting for a bigger raise or a bigger team. They’re injecting AI into legal, product, marketing, and ops workflows until a 3-person company punches like 15. I'm building @LegalMenteAI and @RemixInstitute at the same time. Different products. Same rule: man and machine, working together. Or you fall behind people who already made that deal. If you’re still treating AI like a side chat instead of critical infrastructure, you’re already late.
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Douglas Pestana retweeted
🤦‍♂️Republicans are offering socialism ($5,000 checks for everyone) as an alternative to Democratic socialism…
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If @TYT considers Michael Burry an accurate prognosticator regarding AI, then theyre more delusional about AI than I thought "Independent" media claims no agenda but all have the exact same anti-AI talking points & listening to the same know-nothing AI "experts" as their signal
Replying to @romanhelmetguy
Burry has been predicting an AI bubble crash for a long time now and has been consistently wrong. Why does anyone keep listening to him just because he got one prediction right during GFC but then dozens of other predictions wrong?
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