Cate-Tech retweeted
When an AI agent fails at accounting or ops, it is not a reasoning issue; it is a deterministic math issue. Exact math is not a matrix probability outcome.
Let the model make the decisions. Let code do the math. How MDCC hits 100% accuracy:
Cate-Tech retweeted
This is f*cking insane. Anthropic engineer:
"You're not supposed to prompt Opus 5.5
You're supposed to build a system that prompts itself. At Anthropic, 90% of our engineers have already built these systems"
In 30 minutes, she walks through exactly how Anthropic builds agents that remember, fix their own mistakes and get sharper with every run.
Better than any $1000-$2000 agent course I've seen.
Watch it, then read the article below ↓
Readers added context they thought people might want to know
Lamis never says "You're not supposed to prompt Opus 5.5” in here talk at AI Dev Con.
The caption misrepresents the video knowing most won’t watch the video all the way through and jump to the articles.
youtube.com/watch?v=tTcxVv…
THIS IS AN ACTUAL F*CKING GOLDMINE
Anthropic just shared one of the best tricks for Claude Code.
The idea: run Sonnet, Haiku 5.5 and Opus 5.5 at once, each one doing only the job it's best at.
Better results and way fewer tokens, because every task lands on the right model.
You just launch Claude Code like this:
claude --model sonnet --advisor opus
here's the split:
→ Sonnet 5.5 runs the session, writes the code and applies the fixes
→ Haiku 5.5 swarms the repo in parallel: search, grep and diff audits
→ Opus 5.5 stays on call as advisor for the big calls and signs off on the diff
→ you stop burning Opus context on work that doesn't need it
Opus only steps in at three moments:
→ before a plan locks
→ when the same error shows up twice
→ before calling it done
Sonnet builds. Haiku swarms. Opus reviews.
JEV engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to JEV in milliseconds, and the big models only see the ones that split
the full tree
> Sonnet 5.5 runs the main session and coordinates the work
> search maps the repo on Haiku 5.5, read-only
> grep finds call sites on Haiku 5.5 in its own context
> audit checks the diff on Haiku 5.5 in a throwaway worktree
> Opus 5.5 on call as advisor, reviews the synthesized diff before sign-off
> JEV routes micro-forks in milliseconds
paste the tree and this prompt into Claude Code ↓
"Reconfigure my Claude Code setup around this tree:
1. Run the main session on Sonnet 5.5 with Opus 5.5 as advisor.
2. Create three Haiku 5.5 subagents in .claude/agents: search (maps the repo), grep (finds call sites), audit (checks the diff).
3. Set isolation: worktree on audit so its checks never touch my working branch.
4. Add one rule to CLAUDE.md: delegate every repo search and test run to the Haiku 5.5 subagents to keep the main context small.
5. Route fast deterministic forks (tool choice, path selection, retries) through JEV.
Show me every change as a diff first. No edits until I say go."
↳ code.claude.com/docs/en/sub-…
save it, it'll come in handy.
Cate-Tech retweeted
Replying to @Rickyfuzy
Running a Qwen3.6-35B-A3B-class model (35B total, ~3B active) at usable speed on an 8 GB laptop GPU was not practical a couple of years ago. Dense models of comparable capability needed far more VRAM, and early MoE offload paths were usually too slow to be interactive. The combination of sparse MoE architectures plus engines that keep only hot experts and attention on the GPU while leaving the rest in system RAM is what makes the laptop result viable now.
The broader point stands: local AI is becoming practical on ordinary gaming-laptop hardware in ways that were unrealistic recently. The specific run is one clear data point for that shift.
Cate-Tech retweeted
Replying to @GunzaGoGo45 @CapitolPoo
Amen to all of this. I think X apologetics is generally a screwed space for all Christians. We should all wonder if even that would be by design. I've come to the conclusion that it is. I've been reading and watching, lurking lately.
A Catholic sees nothing but aggressively horrible Protestants and Reformists... Yet a Protestant sees nothing but aggressive and angry Catholics.
We are indeed so busy fighting each other, that we're missing a huge threat to both Western culture and Christianity. We could literally be online, debating apologetics with Muslims or making the case for Christ with them.
Instead, we just stay flippant which each other. So long as you have faith in the Triune God, you're a Christian. That's it, and that's all. We can save the "Is Rome completely necessary or not" arguments for any other day. We can also save the "is Sola Scriptura even valid" debates until we make headway elsewhere.
You know what I have noticed? Muslims following teens accounts, adult and otherwise. Casually commenting on Christianity, quoting "Surah" this or that. Going from the Quran and Hadith to make the case for Islam.
While we do what? Fight with each other, all of the time.
To my Catholic brothers and sisters... Protestants ARE Christians too. Even our own dogma recognizes that. We're supposed to come from a place of humility and chairity... That's also a scripturally and dogmatically sound.
I digress...
Cate-Tech retweeted
Wonder why @farmingandJesus didn’t mention that there are more sexual abuse claims for Protestants annually than Catholics in the US? 🤔 maybe don’t use the pain of others as a cover for your bad theology when it hurts your own side even more.
Cate-Tech retweeted
Happy Sunday X Debaters! 🙏
Catholics ⛪️
Orthodox ☦️
Anglicans ✝️
Lutherans 🌹
Methodists 🔥
Presbyterians 🌊
Baptists 📖
Evangelicals 🙌
Non-Denoms ❤️
Latter-Day Saints 💫
Jehovah Witness 📚
Jews, Arabs, atheists, etc🎉
May Jesus Christ bless you all today. 🕊️
Cate-Tech retweeted
Replying to @honorablesaint @Choochie
In the video I say men and women should be ashamed of past sexual sins and that it's understandable to not marry someone with a lot of baggage from those sins. But I also point out that rigid rules like "only virgins" (hopefully they're truthful!) will exclude good spouses.
Cate-Tech retweeted
🤔
James Cameron says he is thinking about converting ‘ALIENS’ into 3D.
“I know now that the tools are so much better than they were for creating depth maps. We’re probably going to wind up converting Aliens, which will be a fun experience.”
(Source: letterboxd.com/journal/james…)
Cate-Tech retweeted
Lower East Side Film Festival to Screen "Occupy Cannes" from Troma on May 1 with appearance by @lloydkaufman worldfilmgeek.com/2026/04/15… @lloydkaufman
Cate-Tech retweeted
Thanks to Fox News for the publicity, but please don't call it a lecture, nobody wants to go to a lecture, it's a goldang PARTY!
fox56news.com/news/kentucky/…
Cate-Tech retweeted
If you're worried about getting your Joe Bob fix after Shudder, don't forget that Darcy works hard to keep The Lost Drive-In updated with new and old Joe Bob content! Go sign up for the Patreon!
@TheLostDriveIn @kinky_horror @therealjoebob #mutantfam
patreon.com/TheLostDriveIn?u…
Cate-Tech retweeted
I know it's most likely not in the cards, but I'll never stop pushing for Joe Bob and Darcy to take over an old drive-in theater, show old movies (even public domain films!), and put a drive-in history museum on-site. A permanent spot for the Jamboree and an excuse for me to make monthly road trips? Count me in!
#mutantfam #tldi #thelastdrivein #driveinhistory /@cultofcurtis
Cate-Tech retweeted
This is my father. @kinky_horror @therealjoebob thank you guys. My dad raised me on his own, and taught me to have faith in myself and to love my art. He's really always told me to not say I'm aspiring but that I am an artist
All of the years I enjoyed Joe Bob Briggs... Years of bonding with my super Catholic grandfather that had a deep love for William Castle and Vincent Price. Years later, Joe Bob comes back for one last Drive-In marathon titled "The Last Drive-In". Now it's the last dive in... If it wasn't for those memories combined with a wonderful speech... I would have never achieved so much as one iMDB credit, I would have never gotten to know actors, cinematographers and writers. I would have never bought my first camera and learned even so much what composition is like. I would have never learned how to tell a story with an image.
In 2018, a piece of nostalgia came back into our media. Something incredible for me and so many other people. That is with a heavy heart that I have to announce that the regular seasons of this seemingly old Texan is no longer filming regular seasons. When he came back for the last drive-in, we all thought it was the last drive-in. It was so popular that it shut down AMC's servers... So they ordered a yearly series. Now there's only holiday specials but even Joe Bob admitted that he has the energy.
Yet you open up Shudder and for the first time since before he joined, they finally have an app that looks modern and works. All I can say is that everyone keeps rolling. One of the biggest lessons that I think I learned from him was very simply put... "F$ aspiring". His message was not to call yourself an aspiring anything, but to suck it up and actually be the thing. Doesn't matter if it takes you a year or 2 years or 4 years, but get off your butt and do it and put the effort into it.
That's all I have
Thank you @therealjoebob and @kinky_horror for inspiring me and my daughter to become part of a community that we never knew we could even be a part of. I have achieved things that I couldn't imagine achieving until that. Keep rolling speech. I don't have a whole bunch of IMDB credits but I've worked on a few projects where I'm not credited and somewhere I am.
I will never call myself aspiring. I will call myself the thing that I am doing and I will speak it into reality. Thank you two so much doing things for a single father that's raised a daughter by himself for over 13 years. I was able to teach her the difference between fantasy and reality. She is now an artist of her own with her own fantasy that she separates from reality. She's writing a story now. I'm working on a screenplay.
The truth is that I would have never even known to teach her that she is an artist as opposed to an aspiring artist. I am a filmmaker, and I'm not aspiring. I just am one. She's an artist and a writer and a brilliant creative mind. She's not aspiring, she is.
I got to thank you guys more than I know how to express. I wish you guys knew just how much it all meant to this little family. Going back to watching monster vision with my grandfather... And my grandfather bragging about how I could name any producer or director or any movie... To my daughter and I in a whole new generation, enjoying the ingenuity of the world's greatest horror host next to to the modern world's greatest modern hostess.
Elvira may be a classic, and she is amazing and fabulous. Diana will be the new way for so many. Thank you for being a woman in that field that could have been inspiring. My daughter feels no shame for her interest in storytelling or writing or themes. She has her own camera too.
Lately we've really gotten into anamorphic. One could say that we're aspiring... But I have taught my daughter "fuck aspiring". You guys showed it to us every weekend and then every month and now every season. I genuinely hope that you guys get a regular schedule back. It'll be great for Joe Bob's health, and it'll be great for all of us "aspiring" artists.






























