Edward

Software Engineer to pursue simplicity

[Edward @knunu92]

내 모토.

사랑하는 사람과의 시간에 대해 가치를 매기지 말자.

지금 이 순간에 최선을 다하자.

스스로를 통제하자.

그리고, 항상 겸손하자.

[Edward @knunu92]

@eiaserinnys 실사용에는 무리가 있겠네요 😅

[Edward @knunu92]

@Alisvolatprop12 감사합니다~

[Edward @knunu92]

@_nodelay 나오기야 하겠지만 가격이 어마어마할 것 같습니다 ㅎㅎ

[Edward @knunu92]

@nacyotKim @Outsideris 공유 감사합니다~!

[Edward @knunu92]

@_nodelay @nuuuukkkkk @TheAhmadOsman 아, 궁금해서 여쭤봤는데 제가 하고 있는 ��식과 같네요 ㅎㅎ 답변 감사합니다!

[Edward @knunu92]

@_nodelay @nuuuukkkkk @TheAhmadOsman 사람이 일일이 커맨드 치는게 방해라고 하셨는데, 클라우드 모델을 이용해서 로컬 모델을 관리하시는걸까요?

[Edward @knunu92]

@gimhyeo02389130 요즘은 어떤걸 주로 사용하시나요?

[Edward @knunu92]

@CurbsideCroaker 안녕하세요~ 저도 들어갈 수 있을까요?

[Edward @knunu92]

@Outsideris 혹시 뭘로 스터디하시는지 여쭤봐도 될까요?

[Edward @knunu92]

@Alisvolatprop12 드디어..!

[Edward @knunu92]

@Alisvolatprop12 축하드립니다

[Edward @knunu92]

@Alisvolatprop12 선생님 이제 ai 모델도 개선하시나요? ㄷㄷ

[Edward @knunu92]

@sniffshiba 사무용/게임용 등 범용으로 사용중인데 추천합니다~

[Edward @knunu92]

@golbin 프론트가 끼면 구체적으로 어떤 부분이 어려우셨는지 궁금합니다.

[Ole Lehmann @itsolelehmann]

i can't believe nobody caught this.

Anthropic's entire growth marketing team was just ONE PERSON

(for 10 months, confirmed)

a single non-technical person ran paid search, paid social, app stores, email marketing, and SEO for the $380B company behind claude

here's exactly how one human is doing the job of a full marketing team:

it starts with a CSV.

1. he exports all his existing ads from his ad platforms along with their performance metrics (click-through rates, conversions, spend, etc)

2. feeds the whole file into claude code

3. and tells it to find what's underperforming.

claude analyzes the data, flags the weak ads, and generates new copy variations on the spot

this is where he gets clever:

he then splits the work into 2 specialized sub-agents:

1. one that only writes headlines (capped at 30 characters)

2. and one that only writes descriptions (capped at 90 characters).

each agent is tuned to its specific constraint so the quality is way higher than cramming both into a single prompt

so now he's got hundreds of fresh headlines and descriptions.

but that's just the text.

he still needs the actual visual ad creative, the images and banners that go on facebook, google, etc.

so he built a figma plugin that:

1. takes all those new headlines and descriptions
2. finds the ad templates in his figma files
3. and automatically swaps the copy into each one.

up to 100 ready-to-publish ad variations generated at half a second per batch.

what used to take hours of duplicating frames and copy-pasting text by hand

so now the ads are live.

the next question is which ones are actually working.

for that he built an MCP server (basically a custom integration that lets claude talk directly to external tools) connected to the meta ads API.

so he can ask claude things like:

• "which ads had the best conversion rate this week"
• or "where am i wasting spend"

and get real answers from live campaign data without ever opening the meta ads dashboard

and the part that ties it all together and closes the loop:

he set up a memory system that logs every hypothesis and experiment result across ad iterations.

so when he goes back to step one and generates the next batch of variations...

claude automatically pulls in what worked and what didn't from all previous rounds.

the system literally gets smarter every cycle.

that kind of systematic experimentation across hundreds of ads would normally need a dedicated analytics person just to track

the numbers from the doc:

ad creation went from 2 hours to 15 minutes. 10x more creative output.

and he's now testing more variations across more channels than most full marketing teams

a $380 billion company.

and their entire growth marketing operation (not GTM) = just one person and claude code lol

truly unbelievable

[Edward @knunu92]

@sonsarang3814 이런 경우면, 감정 배제하고 최대한 버티면서 환승 이직해야죠. 불면증이 올정도면 버티는게 답이 아닙니다.

[Edward @knunu92]

@Semicon_player 한결같이 멋지십니다.