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Opus 5.5 could be the best motion designer you'll ever hire.
It writes the code, renders every frame and critiques its own work.
In this article, I show you how to build the studio around it.
this claude code paper is f*cking gold
8 loops and tools the people shipping with AI every day actually run, and most users have never typed a single one.
loops that run until the job is done, a senior reviewer on every diff, a cleanup pass for the AI slop, all in one terminal.
start the ralph loop before bed and wake up to a finished feature.
the crazy part is you're still sitting there at 2am babysitting every prompt and copy-pasting errors back and forth, while one line of bash could be doing it for you.
full breakdown in the article below.
Harness, loop and graph could be the missing layers between AI models and agents that actually work.
Same model, same prompt, completely different results.
In this article, I show you how to build all three layers.
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This is f*cking insane. Opus 5.5 just replaced Adobe
Holy f*ck…
Drop the PDF below into Opus 5.5 and watch what it creates
Then read the full motion design guide in the article below ↓
Opus 5.5 could be the best motion designer you'll ever hire.
It writes the code, renders every frame and critiques its own work.
In this article, I show you how to build the studio around it.
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Holy f*ck, Opus 5.5 just killed Premiere Pro
11 free open-source repos that handle every job a video editor does
Cut. Stabilize. Grade. Slow-mo. Upscale. Stems. Titles. Export.
Every job in this video is real. I ran each repo on 4:23 of my own footage
Everything below is free:
PySceneDetect → detects every shot in your footage
github.com/Breakthrough/PySc…
Auto-Editor → cuts out the dead air for you
github.com/WyattBlue/auto-ed…
vid.stab → smooths out shaky footage
github.com/georgmartius/vid.…
color-matcher → matches every shot to one reference grade
github.com/hahnec/color-matc…
rembg → removes the background, no green screen needed
github.com/danielgatis/rembg
RIFE → buttery slow motion from normal foota
github.com/hzwer/ECCV2022-RI…
Real-ESRGAN → upscales low-res video 4x
github.com/xinntao/Real-ESRG…
Demucs → splits any track into clean stems
github.com/facebookresearch/…
librosa → finds the beat, so every cut lands
github.com/librosa/librosa
HyperFrames → animated titles from plain HTML
github.com/heygen-com/hyperf…
FFmpeg → renders and exports the final film
github.com/FFmpeg/FFmpeg
Save this before your next edit
Drop the PDF below into Opus 5.5 and see wha
Then read the full motion design guide in the article below ↓
Opus 5.5 could be the best motion designer you'll ever hire.
It writes the code, renders every frame and critiques its own work.
In this article, I show you how to build the studio around it.
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Holy f*ck, Opus 5.5 just killed After Effects
It's f*cking insane…
Send the PDF below to Opus 5.5 and watch what it builds
Full motion design guide in the article below ↓
Whitemon retweeted
this harness engineering paper is f*cking insane
it's the exact 3-agent setup anthropic used to turn a one-line idea into a working app instead of a broken demo.
3 agents, 3 files, one loop that doesn't stop until the app actually works, all on one page.
set it up tonight and your agent ships features that work on the first click, instead of "done" apps that break the moment you touch them.
the crazy part is everyone lets the same agent build its work and grade it, while the fix is a second agent whose only job is to say no.
full breakdown in the harness guide below.
this harness engineering paper is f*cking insane
it's the exact 3-agent setup anthropic used to turn a one-line idea into a working app instead of a broken demo.
3 agents, 3 files, one loop that doesn't stop until the app actually works, all on one page.
set it up tonight and your agent ships features that work on the first click, instead of "done" apps that break the moment you touch them.
the crazy part is everyone lets the same agent build its work and grade it, while the fix is a second agent whose only job is to say no.
full breakdown in the harness guide below.
Harness, loop and graph could be the missing layers between AI models and agents that actually work.
Same model, same prompt, completely different results.
In this article, I show you how to build all three layers.
This is f*cking insane. Anthropic engineer:
"90% of our engineers were already running self-improving loops
Now everyone is building agentic graphs"
"Prompting is basically over"
In 10 minutes flat, she builds her whole Claude Code system live, starting with nothing but an empty terminal
Agents → Loops → Graphs → Self-Improving Systems
Prompting was yesterday's workflow
Graph engineering is today's
This 10-minute video is worth more than most $1,000 agent engineering courses
Watch it today
Then save the full guide below before the rest catch up ↓
