Anthropic engineer:
"At Antropic, >80% of our engineers are building with self-improving loops. in 3-6 months, it will be 100%.
my agentic loops can run for hours without spending hundreds of $$$."
in 40-minute lecture, an Anthropic engineer shows how to build 4 types of agentic loops from scratch.
Worth more than a $500 agentic course on the internet. Watch it now,
then read how quants are building trading loops from scratch.
I built an AI Creative Director that generates $10K+ marketing content in minutes while I sleep
this is the closest thing to printing money with AI I've ever seen
this automated system literally thinks like a seasoned creative director:
- analyzes your brand requirements
- 3 models parallel generation
- iterates until perfection
- delivers publication-ready visuals
the crazy part?
it runs completely hands-free once triggered
I wake up to dozens of high-converting ad creatives, social posts, and marketing visuals sitting in my Google Drive
clients are paying $2,500 per campaign for content that this system cranks out in under 10 minutes
the workflow chain is insane:
first it reviews and improves your initial prompt using advanced models
then it generates multiple image variations using different AI models simultaneously
quality control happens automatically
it scores each output and only keeps the winners
if something doesn't meet the threshold
it regenerates until it's perfect
finally everything gets organized and uploaded to your cloud storage
another agency owner is now charging premium rates while his "Creative Director" works 24/7 without sick days or salary demands
the best part? you set it up once and it becomes your personal content printing machine
comment "DIRECTOR" + repost + follow and I'll send you the complete JSON file to import directly into n8n
the creator who's banking $47K monthly from TikTok asked me not to share this automation...
these brain-rot style videos are pulling 10M+ views consistently on TikTok and YouTube Shorts
faceless channels are banking $15K-$50K monthly from this exact format
here's what my n8n workflow does automatically:
- generates viral Peter Griffin & Stewie conversations
- clones their actual voices using AI
- overlays them on Minecraft parkour gameplay
- adds perfectly timed subtitles
- renders complete videos ready to upload
these videos exploit dopamine triggers
the background gameplay keeps viewers glued while the AI-generated dialogue delivers the actual content
it's psychological manipulation at its finest
I spent 40+ hours perfecting this:
- gathering rare audio samples for voice cloning
- training custom AI voice models for both characters
- building the complete automation workflow
- testing render quality and timing
the results speak for themselves
channels using this format are going from 0 to 100K followers in weeks
some are hitting 50M+ monthly views with zero effort after setup
the workflow handles everything:
-content ideation
-script generation
-voice synthesis
- video composition
- final rendering
you literally press one button and get viral-ready content
while everyone's still manually editing videos, smart creators are scaling with automation like this
the opportunity window is MASSIVE right now
these formats are exploding across all platforms
Comment "VIDEO" + repost this + follow me (MUST DO ALL) and I'll send you the complete JSON file plus setup guide
a lot of people will ingore this and last yet another occasion to finally make it
don't sleep on it.
Google Veo3 T2V Prompting Guide V2.
Small changes for big iteration.
TIPS:
+ If you find a prompt that works...
+ Build a prompt structure
+ Play with small elements
+ Then iterate
BASE PROMPT STRUCTURE:
[establishing shot description], [subject details + environment], [energy/mood description], [environment details], [subject action description], [lighting], [style]
(Evolution in thread 🧵)
#google #veo3 #promptshare
This is not just a car—it’s the definition of temptation on four wheels. Heads turn. Hearts skip. It doesn’t just get you from A to B; it seduces every mile.