Michael Edward

Goal: AppSec

[Michael Edward @M_airdward]

"The 2nd rule of frog eating is this:
If you have to eat a live frog at all, it doesn't pay to sit and look at it for very long."

[Michael Edward @M_airdward]

"Things that matter most must never be at the mercy of things that matter least"

[4nzn @paoloanzn]

I just built a Creative OS that's generating $10K+ worth of marketing content in under 60 seconds

and it's completely automated

while everyone's manually prompting ChatGPT for basic images

I reverse-engineered @iamEmily2050's $47M creative database and fed it into an n8n workflow that runs 6 image models + 3 video models simultaneously

the results are actually insane

this isn't another "AI tool recommendation" thread

this is a complete creative content machine that thinks like a $20K/month creative director

here's what happens when you feed it a simple request:

→ Instantly accesses 200+ premium JSON context profiles
→ Generates ultra-realistic marketing creatives across multiple models
→ Delivers Veo3-fast quality videos + photorealistic images
→ Handles lighting, composition, brand alignment automatically

the secret sauce is in the prompt architecture

I spent 3 weeks studying Emily's methodology and built a system that literally thinks in JSON context profiles

every output looks like it came from a $50K creative agency

the workflow handles everything:

camera specifications and lens details
professional lighting setups
color grading and post-processing
brand message alignment
target audience optimization

one input = 9 different AI models working in parallel

your competition is still using basic prompts while you're running a creative factory

the time arbitrage is massive

what used to take creative teams 5-7 days now happens in under a minute

and the quality gap isn't even close

Comment "CREATIVE" + repost + like and I'll send you the complete JSON workflow file

(must FOLLOW or I can't send a DM)

[Michael Edward @M_airdward]

@paoloanzn @IamEmily2050 Creative

[Michael Edward @M_airdward]

@NoahEpstein_ Thief

[Michael Edward @M_airdward]

Looking to see how this goes.

[Michael Edward @M_airdward]

@billions_ntwk @0xPolygon @BigNillCollect @Carlitoswa_y @jgonzalezferrer @ravikantagrawal @lenimNFT Yess

[Michael Edward @M_airdward]

@usoppu @wallchain_xyz I'd love one.

[Michael Edward @M_airdward]

@mdecaeth @usoppu @wallchain_xyz I'd love one.

[Michael Edward @M_airdward]

@usoppu @wallchain_xyz I'd love one please

[Michael Edward @M_airdward]

@falconfinance awesome

[Layer3 @layer3xyz]

The Layer3 Wallet is now live for everyone.

No more chain switching. No popup fatigue. No gas headaches.

Just one-click rewards, seamless CUBE minting, and real-time earnings.

Built for the new Layer3, coming soon.

[Michael Edward @M_airdward]

@saitamaarc @billions_ntwk @jgonzalezferrer GBillions @tebogo

[Michael Edward @M_airdward]

@grownwhalee @billions_ntwk @jgonzalezferrer GBillions @tebogo

[Michael Edward @M_airdward]

@De_therapist03 @billions_ntwk @jgonzalezferrer GBillions @tebogo

[Michael Edward @M_airdward]

@andreweb3_btc @billions_ntwk @jgonzalezferrer GBillions @tebogo

[Michael Edward @M_airdward]

@Humane007 @billions_ntwk GBillions @tebogo

[Michael Edward @M_airdward]

@daisylusalita @billions_ntwk GBillions @tebogo

[Michael Edward @M_airdward]

@i_am_ajo @billions_ntwk @jgonzalezferrer GBillions @tebogo

[Michael Edward @M_airdward]

@Peymannaderi_ @billions_ntwk GBillions @tebogo