Catalyst

giving your ai taste and judgement

[Catalyst @trycatalystai]

RT @prathamarchives: Your AI sucks, models are being commoditized, your advantage is to leverage what you already have your taste, your cre…

[Catalyst @trycatalystai]

Catalyst is now open-source. It lets an agent build a local Creative Brain from your AI sessions, workspaces, notes, drafts, corrections, and feedback.

https://t.co/gtFBKzcILj

[Pratham @prathamarchives]

everyone has access to the same intelligence now and smarter model is not your edge anymore

son even your 48 year old divorced neighbor with 3 kids can open claude or gpt or whatever new model drops this week just like you

intelligence is cheap now and so is generic output

your edge is what your ai knows about you, does your ai have your lore?

your context taste memory standards references feedback rejected examples and your judgement to look at something and say “this is shit”

because the model is trained on the internet so when you give it no real context it gives you the internet average polished slop

and your are ngmi if you think better prompts can fix it

promptmaxxing alone won’t fix that because you can’t fit your whole brain into one prompt every single time

your opinions product goals audience humor voice dms screenshots notes rejected drafts what you hate what you like what feels cringe what feels dope

ai agents writes researches edits designs replies plans builds and moves through tools so if it doesn’t know your taste it doesn’t just sound wrong it works wrong

that’s why im building @trycatalystai at 17 straight outta trenches

imo the next edge is not better prompts or another wrapper with a gay ui

the next edge is what you already own, your creativity and power of judgement

Catalyst ai is the creative layer for your agent

it gives you a self improving structured memory of your taste logic context voice standards references audience projects offers feedback and rejected examples

and the sick part is it compounds

every rep every correction every “nah this is cringe” every “this is closer” every rejected draft makes the system sharper

for creators this is obvious because a creator is not valuable because they can yap but

they are trusted because of their taste pov humor voice experiences and relationship with their audience and if their ai makes them sound like every other creator it eats the exact thing that makes them valuable

for founders same thing

the edge is not just writing posts or copy or using ai in marketing

it is your market read product philosophy customer language enemy proof taste standards marketing content and ability to make people care

without that context ai gives you startup slop

for companies brand guidelines are not enough

“bold helpful friendly” means nothing to an agent

agents need examples rejected examples customer objections sales calls support tickets product philosophy founder pov claims you can or can’t make design taste campaign history and what good actually looks like

[Pratham @prathamarchives]

AI made output cheaper, easier, and ofc too generic, now almost everyone sounds just like same polished ass slop

now the taste, authenticity, and trust by being yourself is what stands out and it will get scarce as AI keeps getting better and slopsters takes over the internet

that's why i am building @trycatalystai from straight outta trenches

Catalyst AI is the Creative layer for your AI agent that gives it your voice, taste, vibe, your humor, context, and make it really know what you like

this makes your agent sound more like you, and doesn't average the internet slops

future is agent-native and the moat is in the context you own

[Pratham @prathamarchives]

Im 17, just dropped out, nothing to lose.
building @trycatalystai from the trenches, i really got it this time.

[Catalyst @trycatalystai]

like if you hate AI slops