Constellation Response retweeted
a lot of guys in SF are about to start dating their macbooks
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
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Constellation Response retweeted
My unfiltered thoughts on personal agents.
Grokbot has the best UI and it’s arguably the best overall. In a lot of ways they’re ahead. Their desktop app feels the best, and their multi-bot coordination is great: you can set a team lead and it passes tasks to the other bots. Grokbot also has the best “webhook” feature, which means you can easily turn outside events into triggers that start your agents. That speeds up background workflows like watching your email, Slack and more. It also has Cursor integration, so for bigger tasks Grokbot can spin up a Cursor cloud session with any model (until OpenAI cuts SpaceX off from their models, which I think will happen soon). Unfortunately, running frontier models through Cursor costs more than Claude or Codex. Still, they’re the only ones embracing a team of agents. It’s a really cool idea, but the more bots you have, the more time you spend managing and maintaining them. I’m starting to think one bot with different threads/channels is the right answer, which I’ll get to with Claude Duet.
dots by OpenAI is rough around the edges right now, but it’s probably the most powerful if you use Codex, which I do. dots can spin up Codex sessions in the cloud or locally on your computer. So if you have coding or video editing workflows that need your local files, this is very useful. Codex computer use is also the best in the world: your dot can spin up a local Codex session that fully controls your computer, as long as it’s on. Their real-time voice is incredible. If you have your email and work tools connected, try this: go on a walk with headphones in, ask the agent to summarize your emails, have it draft replies and read them back to you, then send them off. If I remember right, this is close to a workflow you (Tim) used to have with your VAs before AI. It’s my favorite use case for personal agents. The one downside is that you have to call your agent, and it’s an awful experience. It literally rings, and it’s annoying.
Muse by Meta is a toy. I’ve talked to a bunch of finance people I play poker with who all tried it and set up automations, and they all said it doesn’t reliably do what they want. It’s fast, and its user numbers will probably keep growing. But it’s basically free: you get a TON of usage without paying a dime. That’s NOT a trade I’m willing to make. An agent doing high-leverage tasks should be running at the Opus 5.5 or GPT 6.1 Sol level.
Claude Duet - is in early access, so unfortunately not everyone can use it yet. First things first, it runs on Opus 5.5, the best model in the world. I’ve only had access for 72 hours, but Duet feels different from the others. It’s not a personified agent like Grokbot, dot or Muse, which gives it a more professional vibe that I like. When you ask your Duet agent to do something, it spins up a task, which is a new chat thread. All your threads show up in a Tasks tab, so it’s easy to see everything Duet is working on or has finished. And instead of creating more agents (like Grokbot), you create channels, just like Slack (I can tell @anthropic is Slack-pilled). I have a content channel, a finances channel, etc., which keeps different kinds of tasks separate. The only other app I’ve seen do this is Buzz by @jack, and it’s a good experience. Their strong point is documents (artifacts). If you want decks, high-quality docs or design mockups, Opus just wins. Period. It’s not close right now. Their weak point is real-time voice. It’s the worst of the bunch and borderline unusable, though I think they only added it a few days ago.
Instinct lives in iMessage, has no app, and doesn’t do anything notable besides show you product suggestions you didn’t ask for. (Not ads, according to their team.)
My hot take:
The VM is overrated. SpaceX, OpenAI and Meta all talk about the VM your agent can use and feature it in their marketing. It’s not as useful as you’d think, because more and more websites block bots that visit their site on the cloud VM. All of these companies promise their agents can make payments, but most payments either take forever or get blocked altogether. SpaceX has a cool workaround with Grokbot that routes traffic through your computer so it uses your IP address. But I’d much rather the agent just USE my computer for the task, like dot does by handing it off to Codex. Also, i don't think normal people care about the virtual computer. If anything they get offended they have to "stream a computer".
The problem with personal agents: by the time you read this, pick one, and test it for 7 days, every one of them will have released 10 new features and the whole landscape will have changed. It’s nearly impossible to keep up.
I just solved "Drone engineering" education with Opus 5.5 + /colorfigures skill
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Constellation Response retweeted
It's going to take more than voting to win, but winning is a hell of a lot harder when your people are not in charge.
Get out and vote!
E X X ➠A L E R T S@ExxAlertsOct 23🇺🇸
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
ALERT: Republicans are now ahead of Democrats in mail-in and early in-person votes cast in Texas, according to NBC News.
Constellation Response retweeted
Apple CEO @johnternus is in Austin to kick off sales of the Duo. Not NYC, Not SF, Not LA, Austin.
The signs are there if you look.
Constellation Response retweeted
Flash flooding is when roads and cell service can go out together. Charge the radios, check your batteries, and know your backup channel before tonight.
Constellation Response retweeted
Yes. Because there is no other option. What are they going to say? “Damn! You got me! I’ll give up my quest for world domination now!”.
No. This is biblical. A story of envy as old as time; all the way back to Cain and Abel. Couple envy with modern derangement syndromes, a war on the conventional family, a desire to murder children at scale, and a fiery passion to crush anyone different than you…and you get 2026.
These people aren’t interested in compromise. They think they’re fire negotiating with straw. Their world view is the only proper one, and all others who don’t believe that should be destroyed.
We are becoming rival civilizations in real time. This isn’t about normal political issues where both sides love America and just differ on the approach. No.
One side loves America and the other wants to dissolve it entirely. Demons would rather rule in hell than serve in heaven. So here we are.
The only way out is through. To whatever end. But the final victory ALWAYS belongs to God.
Constellation Response retweeted
We work and toil and sweat and bleed for our money.
They steal it from us.
EXCLUSIVE: California has spent $618 million on environmental impact reports for its doomed high-speed rail project. We printed out all 130,000 pages and tried to shoot a .50-caliber bullet through them.
Constellation Response retweeted
Indiana and FirstNet backed up search and rescue during the Texas floods. Mutual aid only works when the radios and networks work across agencies too.
Interoperability in Action: How Indiana and FirstNet Supported Texas Flood Search and Rescue Efforts
statetechmagazine.com/articl…
Constellation Response retweeted
Firehouse Subs reopens Jan 14. Start the vendor quote now.
Their FAQ wants one quote, for one equipment category, with every cost itemized (shipping, install, accessories), dated within 3 months of the deadline, and matching your request total. No online quotes.
Constellation Response retweeted
Following the latest disclosures from @DataRepublican, I see many conservative and right wing influencers saying that the way to defeat a Color Revolution is through public awareness.
Color Revolutions don't depend on secrecy. It's a form of POPULAR revolution, meaning they need the masses on board. IT'S NO SECRET. Defeating secrecy helps us understand the threat, but that alone will NOT stop what's coming.
Color Revolutions run on ORGANIZATION. It's not the secrecy that matters, it's the connective tissue of people, money, and strategy that force a decisive phase and tipping point.
So it's the organization -- the act of getting individuals organized into groups that can be mobilized -- that you have to target.
And you do that through counter-organization.
REMEMBER: The crux of ALL revolutionary and counter-revolutionary strategy is to organize yourself and disorganize your opponents.
The Viet Minh perfected this strategy with what they called Dau Tranh, or struggle or political struggle.
It had three lines of effort, two of which are of supreme importance:
Action among your own people. The total mobilization of propaganda, motivational, and organizational measures to build, organize, and sustain yourself.
Action among the enemy’s people. The total propaganda effort to sow discontent, defeatism, dissent, and disloyalty among the enemy’s population.
Organize yourself and disorganize your opponents.
That's the strategy to win. That's how you defeat an organized effort to topple a government. The side that is better organized and wins greater support is going to win.
Next Tuesday night, I will livestream and hold a Spaces here to discuss this in greater detail and provide a path to defeating this burgeoning Color Revolution movement. THANK YOU FOR YOUR ATTENTION TO THIS MATTER.
Constellation Response retweeted
Abolish H-1B altogether. The name is tainted, and building credibility starts with a clean break.
Get rid of OPT and Perm visas, too. All abused. All rife with fraud and abused by diploma mills.
Open up 50,000 genius visas, cap it, demand rigorous enforcement and American values compatibility, and make getting one like competing for a spot on the Olympic team.
Vetting any more than 50,000 visas is impossible at scale. Letting in 1.2 million foreigners a year? Catastrophic.
Immigration policy must be driven by the present, not the past, and business leaders are too terrified of the left AND the right to acknowledge this.
Recent H1B discourse revolves around a longstanding immigration sleight-of-hand. H1B proponents point to exceptional people who came here decades ago as if they represent the current state of the program in the same way that advocates for low-skill/illegal immigration point to very favorable immigrant crime/welfare/education/etc statistics that do, in truth, have them beating native-born Americans on many fronts.
It is all a sham. The world that created those statistics, people, and businesses no longer exists. Brilliant but desperate Vietnamese fathers who fled communism have nothing in common with young men from Honduras, and the crime rates/economic acccomplishments/integration of the former should not be used to justify mass migration of the latter.
Nor should the accomplishments of people who managed to get an H1B visa in the 90s (when the program was capped to just 65,000 visas) be used to justify staffing agencies and tech companies using the program to replace American jobs for less money. The obvious abuse going on is politically suicidal and something that even the most ardent supporters of the visa should want to crack down on, no immigration program can possibly survive the obvious and widely known reality of what is going on. I am a longtime outspoken advocate for stealing the best people from other countries to make our own better, runaway abuse of existing programs robs the government of the worker trust required to do so.
Lots of people in the tech space know this. Even the dumb people are smart enough to see it. Nobody actually believes these are all incredible people with unique talents performing jobs no American can. Everyone knows the guy in Cubicle Bay 7 doing mediocre but functional web design for half the salary of his American peers is no savant and doesn't meet the statutory requirements for his H-1B visa.
Unfortunately, most people with power or profile are terrified that any public statement or acknowledgement will get them attacked by the right (You guys have been screwing over American workers for years with visa abuse, you damn hypocrite!) or the left (You are racist, sexist, misogynist, and sucking up to this fascist administration!). Or, more likely, both. I know too many tech execs in particular who feel trapped, like the only winning move is to stay silent.
JD is blowing the whole thing wide open by putting facts and stats front and center that nobody wants to engage with. Critics will talk about anything and everything else but these damning facts and this obvious truth, that H1B visas serve neither their original purpose, legal purpose, invented purpose, or the American people.
Constellation Response retweeted
Immigration policy must be driven by the present, not the past, and business leaders are too terrified of the left AND the right to acknowledge this.
Recent H1B discourse revolves around a longstanding immigration sleight-of-hand. H1B proponents point to exceptional people who came here decades ago as if they represent the current state of the program in the same way that advocates for low-skill/illegal immigration point to very favorable immigrant crime/welfare/education/etc statistics that do, in truth, have them beating native-born Americans on many fronts.
It is all a sham. The world that created those statistics, people, and businesses no longer exists. Brilliant but desperate Vietnamese fathers who fled communism have nothing in common with young men from Honduras, and the crime rates/economic acccomplishments/integration of the former should not be used to justify mass migration of the latter.
Nor should the accomplishments of people who managed to get an H1B visa in the 90s (when the program was capped to just 65,000 visas) be used to justify staffing agencies and tech companies using the program to replace American jobs for less money. The obvious abuse going on is politically suicidal and something that even the most ardent supporters of the visa should want to crack down on, no immigration program can possibly survive the obvious and widely known reality of what is going on. I am a longtime outspoken advocate for stealing the best people from other countries to make our own better, runaway abuse of existing programs robs the government of the worker trust required to do so.
Lots of people in the tech space know this. Even the dumb people are smart enough to see it. Nobody actually believes these are all incredible people with unique talents performing jobs no American can. Everyone knows the guy in Cubicle Bay 7 doing mediocre but functional web design for half the salary of his American peers is no savant and doesn't meet the statutory requirements for his H-1B visa.
Unfortunately, most people with power or profile are terrified that any public statement or acknowledgement will get them attacked by the right (You guys have been screwing over American workers for years with visa abuse, you damn hypocrite!) or the left (You are racist, sexist, misogynist, and sucking up to this fascist administration!). Or, more likely, both. I know too many tech execs in particular who feel trapped, like the only winning move is to stay silent.
JD is blowing the whole thing wide open by putting facts and stats front and center that nobody wants to engage with. Critics will talk about anything and everything else but these damning facts and this obvious truth, that H1B visas serve neither their original purpose, legal purpose, invented purpose, or the American people.
Vice President JD Vance breaks down the data:
"If you are working as an H-1B visa in the United States of America, you’re earning $20,000 less than an American citizen hired in the same position. If you were brought in by one of these foreign outsourcing firms, you’re making $48,000 less than an American citizen in a similar position. So I’m sure that everybody here understands the game that is being played. You bring in indentured servants from outside the country, you lay off American workers and, if you’re a corporation, you make a ton of money by under cutting the wages of American workers, replacing them with people who frankly shouldn’t be in the United States of America to begin with."
Constellation Response retweeted

Auron MacIntyre@AuronMacintyreOct 21
🇺🇸
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
A former CIA analyst doesn't start laying this kind of narrative groundwork on accident
She knows what she's doing, she's preparing for a color revolution in the US
Constellation Response retweeted
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So, if you're in the tactical training, gear, preparedness, or survival space, this sits right alongside what you already teach and sell. Your people still have to know their area, and S2 handles that part automatically.
We're opening an affiliate program for creators in this space. If that's you, DM me.
Constellation Response retweeted
This is why we always say that there are a number of small companies in the US drone space doing amazing things, people just have to pay attention.
@YukonK9 & the team at @K9DefenseTech have been grinding over the past few years, congratulations to them for hard work paying off.
The @USArmy has awarded K9 with a prime contract for the Exodus-L Tactical sUAS.
The contract has been fulfilled under budget, on schedule. Exodus is now operationally fielded supporting Army infantry missionsets & training.
Total Warfare Paradigm Shift ➡️




































