Content creator | AI researcher & builder | AI insights from 2030 | @beyond_xai
New York, USA
Joined May 2026
- Tweets1.9K
- Following100
- Followers53.6K
- Likes3.1K
Codez retweeted
Lauren Tan, SpaceXSI engineer:
“ this month, my team of 30+ GrokBot agents shipped 3,000 RPs fully autonomously
i have a Chief of Staff, a PM agent and 15+ worker agents, verification is the most important step"
in 1-hour workshop, a SpaceXSI engineer showed how to build a team of GrokBot agents that work 24/7
watch today, then read the article below on how to use GrokBot at 100% of its power
Lauren Tan, SpaceXSI engineer:
“ this month, my team of 30+ GrokBot agents shipped 3,000 RPs fully autonomously
i have a Chief of Staff, a PM agent and 15+ worker agents, verification is the most important step"
in 1-hour workshop, a SpaceXSI engineer showed how to build a team of GrokBot agents that work 24/7
watch today, then read the article below on how to use GrokBot at 100% of its power
Codez retweeted
Up to 60% OFF SALE is LIVE.
The biggest discount of the year is here.
> Up to 60% OFF premium plans
> Best deal for Seedance 2.5
> All top image models
Last chance. Limited offer.
Codez retweeted
Introducing Ditto: The Swap Anything Tool
Everyone wants to go viral. Everyone has the next money-making trend somewhere in their heads.
Not everyone has the tools to do it.
Most vendors just wrap Seedance and call it a day.
We've built our own video processing pipeline that uses both generative media and good old fashioned transformation software to bring you and your agent the most cost effective and robust swap-anything-in-any-video experience you'll ever see.
To celebrate 11/11 11:11, we're running 25% off for the rest of the year.
Go make the next internet trend.
Available in UI, API, and MCP. Mobile...?
🤖 Made with AI
this is wild…
I don’t think people get what just happened in AI video.
a year ago it was “fun demos”
now Higgsfield is the third-largest independent, privately held AI-native company by annual revenue run rate, behind Anthropic and OpenAI
+35% in annualized run rate in 1 month. on track for $2B
the demos are paying rent now
🤝 Paid partnership
We’re on track to hit $2B in annualized run rate in the next 3 months.
We crossed $1B and got faster. In October we hit $1.35B.
Higgsfield is the third-largest independent, private AI-native company by annualized revenue, behind only Anthropic and OpenAI.
When they go public, Higgsfield becomes the largest AI-native company still private.
AI video is going to be a trillion-dollar market. This is only the beginning.
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Codez retweeted
We’re on track to hit $2B in annualized run rate in the next 3 months.
We crossed $1B and got faster. In October we hit $1.35B.
Higgsfield is the third-largest independent, private AI-native company by annualized revenue, behind only Anthropic and OpenAI.
When they go public, Higgsfield becomes the largest AI-native company still private.
AI video is going to be a trillion-dollar market. This is only the beginning.
"this is wild...
someone built a voice agent and had chatgpt call it as a customer
→ full pizza order, start to finish
→ name and callback number taken
→ both sides talking in real time
AI calling AI is going to be f*cking huge
🤝 Paid partnership
Introducing @FishAudio Live 3: a full-duplex voice model that listens, says "mm-hmm," and knows when to shut up.
Enterprise? Book a demo for your free custom agent: s.fish.audio/vxhgs6
Reply with your use case - we'll build it free for the first 1,000 people.
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Codez retweeted
this is crazy...
this one prompt reduced my GrokBot usage by 90%, by handing tasks to Opus 5.5, Sonnet & Haiku
now i'm using GrokBot for hours and I’m still sitting at <10% of my usage limit.
here is how to do it yourself:
step 1 → get the Claude plan.
one subscription covers Opus 5.5, Sonnet 5.5 and Haiku 5.5, and it doesn't touch your GrokBot weekly %
step 2 → install T3 Code and sign in with Claude.
this is where the heavy work runs from now on
step 3 → connect T3 Code to GrokBot as a tool.
GrokBot stops being the worker and becomes the router
step 4 → save one rule to memory:
"call T3 Code with Opus 5.5, Sonnet 5.5, Haiku 5.5 for any task where it is applicable"
step 5 → score every task 1-10.
Haiku for 1-3, Sonnet for 4-7, Opus for 8-10. the cheapest model that gets it right wins
step 6 → default to Sonnet.
Haiku for bulk work: summaries, formatting, extraction. Opus only when the depth pays for itself
step 7 → send a brief, not the chat history.
goal, context, constraints, output format. resending the whole thread is the biggest leak
step 8 → results only.
T3 Code returns the answer + a 3-line summary. GrokBot replies in under 5 lines
step 9 → add a stop rule. fails twice?
move up one model. 10 clean passes? move down one. no endless retry loops
step 10 → audit every Sunday.
usage before vs after, tasks split by model, where tokens still leak. alerts at 50%, 75% and 90%
the result: same tasks, GrokBot usage 100% → 10%. GrokBot only routes now, Opus, Sonnet & Haiku do the work. the limit didn't get bigger.
GrokBot just stopped doing work it shouldn't.
this one prompt makes sure you never hit your GrokBot limit again
send this photo with prompt to your GrokBot
then, read the full article below on how to build an effective team of GrokBot agents ↓
this is crazy...
this one prompt reduced my GrokBot usage by 90%, by handing tasks to Opus 5.5, Sonnet & Haiku
now i'm using GrokBot for hours and I’m still sitting at <10% of my usage limit.
here is how to do it yourself:
step 1 → get the Claude plan.
one subscription covers Opus 5.5, Sonnet 5.5 and Haiku 5.5, and it doesn't touch your GrokBot weekly %
step 2 → install T3 Code and sign in with Claude.
this is where the heavy work runs from now on
step 3 → connect T3 Code to GrokBot as a tool.
GrokBot stops being the worker and becomes the router
step 4 → save one rule to memory:
"call T3 Code with Opus 5.5, Sonnet 5.5, Haiku 5.5 for any task where it is applicable"
step 5 → score every task 1-10.
Haiku for 1-3, Sonnet for 4-7, Opus for 8-10. the cheapest model that gets it right wins
step 6 → default to Sonnet.
Haiku for bulk work: summaries, formatting, extraction. Opus only when the depth pays for itself
step 7 → send a brief, not the chat history.
goal, context, constraints, output format. resending the whole thread is the biggest leak
step 8 → results only.
T3 Code returns the answer + a 3-line summary. GrokBot replies in under 5 lines
step 9 → add a stop rule. fails twice?
move up one model. 10 clean passes? move down one. no endless retry loops
step 10 → audit every Sunday.
usage before vs after, tasks split by model, where tokens still leak. alerts at 50%, 75% and 90%
the result: same tasks, GrokBot usage 100% → 10%. GrokBot only routes now, Opus, Sonnet & Haiku do the work. the limit didn't get bigger.
GrokBot just stopped doing work it shouldn't.
this one prompt makes sure you never hit your GrokBot limit again
send this photo with prompt to your GrokBot
then, read the full article below on how to build an effective team of GrokBot agents ↓
Codez retweeted
Jensen is irreplaceable for America’s AI leadership.
In 5G, the US had to play defense against China’s Huawei. In AI, it’s the opposite. NVIDIA leads, and now China is trying to end its reliance on NVIDIA.
Jensen laid the foundation for modern AI 20 years ago. By the time the world realized what AI was, the entire ecosystem was already built on NVIDIA.
And this goes beyond just hardware. In 2006, NVIDIA put CUDA software on regular gaming cards so they could do more than graphics. Investors called it a mistake, until AlexNet proved it was the future.
Competitors might clone hardware, but they can’t just replace 20 years of code, tools and developer knowledge.
The board’s investigation must establish the facts. And as it does, we should remember what Jensen has built.
As he put it, America should have “the first, the most, and the best.” Few people have done more to make that true.
Codez retweeted
Claude just f*cked the Magic Mouse...
this is f*cking crazy
my old Android phone is now a multi-device mouse for my Windows PC & MacBook.
Claude built it in one afternoon
> 2 apps: Mac/Windows menu bar + phone
> iPhone, Android and even Solana Seeker
> ~17,000 lines of code, 0 servers
> Wi-Fi only, end-to-end encrypted
> cursor updates 240 times a second
> three-finger swipe jumps between Mac and PC
lay it on the desk and it’s a trackpad. tap to click, two fingers to scroll, hold to drag
hold the lens and point the phone at the screen, the cursor follows like a laser
there’s light under your finger that follows every move like glass
free and open source, repo below ↓
Claude just f*cked the Magic Mouse...
this is f*cking crazy
my old Android phone is now a multi-device mouse for my Windows PC & MacBook.
Claude built it in one afternoon
> 2 apps: Mac/Windows menu bar + phone
> iPhone, Android and even Solana Seeker
> ~17,000 lines of code, 0 servers
> Wi-Fi only, end-to-end encrypted
> cursor updates 240 times a second
> three-finger swipe jumps between Mac and PC
lay it on the desk and it’s a trackpad. tap to click, two fingers to scroll, hold to drag
hold the lens and point the phone at the screen, the cursor follows like a laser
there’s light under your finger that follows every move like glass
free and open source, repo below ↓
Codez retweeted
i reverse engineered the MacBook's new iPhone Mirroring for my Windows PC with Opus 5.5
this is f*cking insane...
now i can scroll X feed while vibe-coding with Claude, all on the same device
here's how to do it yourself:
1. download the repo, run install.bat
it sets everything up and drops a shortcut on your desktop
2. open iPhone Mirror, allow it in the firewall
a floating iPhone-shaped window appears
3. iPhone → Control Center → Screen Mirroring → your PC
boom. your iPhone is on your desktop, up to 60 fps, with sound
want mouse + keyboard control too?
4. plug in your iPhone (needs iTunes) and run control.bat get-wda
it grabs WebDriverAgent, the open-source tool that sends taps to the phone
5. install the .ipa with Sideloadly using your Apple ID
then on the iPhone: trust the app + turn on Developer Mode
6. press Ctrl+U in the mirror window
click = tap. drag = swipe. wheel = scroll. type = type
find github with code below ↓
then read the full guide on how to reverse-engineer anything with Opus 5.5
i reverse engineered the MacBook's new iPhone Mirroring for my Windows PC with Opus 5.5
this is f*cking insane...
now i can scroll X feed while vibe-coding with Claude, all on the same device
here's how to do it yourself:
1. download the repo, run install.bat
it sets everything up and drops a shortcut on your desktop
2. open iPhone Mirror, allow it in the firewall
a floating iPhone-shaped window appears
3. iPhone → Control Center → Screen Mirroring → your PC
boom. your iPhone is on your desktop, up to 60 fps, with sound
want mouse + keyboard control too?
4. plug in your iPhone (needs iTunes) and run control.bat get-wda
it grabs WebDriverAgent, the open-source tool that sends taps to the phone
5. install the .ipa with Sideloadly using your Apple ID
then on the iPhone: trust the app + turn on Developer Mode
6. press Ctrl+U in the mirror window
click = tap. drag = swipe. wheel = scroll. type = type
find github with code below ↓
then read the full guide on how to reverse-engineer anything with Opus 5.5
Codez retweeted
Lance Martin, Anthropic engineer:
"Stop prompting Claude Opus 5.5/Fable 5.5 like it’s a junior engineer - you’re making it worse.
at Anthropic, 90% of our engineers use 8-step prompt systems when talking to frontier models"
8-step system Anthropic engineers use daily:
1) audit your prompts. “Think step by step,” “double-check” - frontier models already do it. The rituals just burn tokens. Delete them.
2 ) kill contradictions. Old models ignored one conflicting rule. Opus 5.5 chokes on both. Clean beats clever.
3) protect the cache. Strict prefix match - one byte early kills it. Anthropic cut costs up to 72% just by not breaking it.
4) order by stability. Stable → volatile: system, memory, session, messages. Anything dynamic up top torches the cache every turn.
5) default to low effort. Smart model at low effort beats a weak one at high - fewer tokens, higher baseline. Start Opus 5.5 low.
6) grade binary. “Rate 1–10” is noise. Go good/bad or pairwise. Validate across models, keep variance tight.
7) build the eval first. A saturated eval burns tokens on impossible cases. Give it headroom before you tune anything.
8) decouple brain from hands. Recoverable session log, secrets in a vault the model never sees. Harness, not hand-holding.
this 1-hour prompting workshop by Anthropic engineer will replace you 500$ AI engineering course
watch today, then read how to reverse engineer anything with Opus 5.5 in article below
Lance Martin, Anthropic engineer:
"Stop prompting Claude Opus 5.5/Fable 5.5 like it’s a junior engineer - you’re making it worse.
at Anthropic, 90% of our engineers use 8-step prompt systems when talking to frontier models"
8-step system Anthropic engineers use daily:
1) audit your prompts. “Think step by step,” “double-check” - frontier models already do it. The rituals just burn tokens. Delete them.
2 ) kill contradictions. Old models ignored one conflicting rule. Opus 5.5 chokes on both. Clean beats clever.
3) protect the cache. Strict prefix match - one byte early kills it. Anthropic cut costs up to 72% just by not breaking it.
4) order by stability. Stable → volatile: system, memory, session, messages. Anything dynamic up top torches the cache every turn.
5) default to low effort. Smart model at low effort beats a weak one at high - fewer tokens, higher baseline. Start Opus 5.5 low.
6) grade binary. “Rate 1–10” is noise. Go good/bad or pairwise. Validate across models, keep variance tight.
7) build the eval first. A saturated eval burns tokens on impossible cases. Give it headroom before you tune anything.
8) decouple brain from hands. Recoverable session log, secrets in a vault the model never sees. Harness, not hand-holding.
this 1-hour prompting workshop by Anthropic engineer will replace you 500$ AI engineering course
watch today, then read how to reverse engineer anything with Opus 5.5 in article below
Codez retweeted
Ryo Lu, SpaceXAI designer ( ex. Cursor ):
"99% of people still use GrokBot like Google and only 1% are building teams of self-learning agents
i'm running 15-25 Grok cloud agents in a loop. I have a Chief of Staff, a PM agent and 15+ worker agents"
in a 22-minute session, a SpaceXAI designer explained how to ship products in the AI agent era.
this replaced a $500 agentic engineering course
watch today, then read the article below on how to use GrokBot at 100% of its power