John M. Williams

Over the years 15+ now, I have learned that the most important thing about digital advertising is the customer. All else is up for debate.

[John M. Williams @_johnmwilliams]

it all started with a idea

[John M. Williams @_johnmwilliams]

@enodrift dream and imagine

[John M. Williams @_johnmwilliams]

wrapping up my second app build for iOS and Android it will function just like DoorDash apps, except it's for health and wellness and IV solutions. super excited to build solutions that people have been missing for specific verticals.

[John M. Williams @_johnmwilliams]

I'm not suggesting a new memory backend or a storage format. I just think a benchmark should be able to say, "Whatever score you gave this notebook, this
specific thing is wrong." I have run into that enough in real work that an empty memory sometimes feels safer than a confident one with the wrong number.

[John M. Williams @_johnmwilliams]

dream daily.

[John M. Williams @_johnmwilliams]

@ycombinator @josh__france @jbellregan @koomen so you are open to enhancement and contributing to this agent? just to confirm?

[John M. Williams @_johnmwilliams]

what’s the dollar amount that would never make you stress about money again?

[John M. Williams @_johnmwilliams]

Interesting: Google Cloud Platform? Anthropic? Google-Gemini? and 1,052 contributions so far this year.

Git: https://t.co/gfeEC18NKt

[John M. Williams @_johnmwilliams]

there are things going viral, getting a bunch of likes and it’s just not accurate. I’ll say this……..

[John M. Williams @_johnmwilliams]

@danielcberk Reddit?

[John M. Williams @_johnmwilliams]

for all the slop comments I agree until you learn how to write not like slop; then you can author a book and no one will notice the difference across genre IJS

[John M. Williams @_johnmwilliams]

the best things about 2026 relates to the umbrella of marketing:

Claude - development and engineering brain
Grok - creative api tool is the leader

Cursor - the leader as an IDE

[John M. Williams @_johnmwilliams]

@MenachemAni the api for 4.5 is professional production quality IMO and affordable high quality best on the market in the backend api

[John M. Williams @_johnmwilliams]

@chefsevenn no that’ cost can feed a family for a week IJS one pound of meet is worth several hamburgers and you can buy countless potatoes to fry yourself so no

[John M. Williams @_johnmwilliams]

you can also create audiences based on UTM or GA-4 data; just make sure your connected to CAPI; you can then see how much of your traffic is Google, Yahoo, Bing, ChatGPt and then you can see that before it got to meta and converted it touched Google so now you know your exact incremental lift and can moving forward exclude that traffic from seeing your ads I should probably write an article on that, do you want to co-sponsor I’ll draft you add your thoughts and pieces and I can submit?

[John M. Williams @_johnmwilliams]

@MenachemAni @zapier mi amigo, Perché non creare subito connessioni dirette?

[John M. Williams @_johnmwilliams]

the irony of evolution; thus regressing or insanity; “attempting to control what you do not understand, because you do not understand it”.

https://t.co/Tbo2pVrS6d

[John M. Williams @_johnmwilliams]

i love everything about digital marketing

[John M. Williams @_johnmwilliams]

if you are seeing hello 👋 more on websites; it’s likely built by AI, though it might be that the industry is evolving IMO just a heads up

[John M. Williams @_johnmwilliams]

@Saanvi_dhillon circuit breaker suddenly clicks over now what?