Building Ape, an AI investing companion for self-directed investors. Ex-DoorDash, Uber, Salesforce. Writing about AI agents, product, markets, and founder GTM.
I do not think the best AI finance product is just a better chatbot.
It is a better harness and UX around the model.
At Ape AI, that means:
- the right market context
- memory of what a user cares about
- guardrails around uncertainty
- workflows that help people reason, not react
- UX built for finance instead of generic Q&A
The model matters.
But in finance, the harness is what makes it useful.
If AI has proven anything, it is that naming is still one of the hardest problems in computer science.
Prompt engineering → context engineering → harness engineering.
The names keep changing.
The problem is the same:
How do you surround a model with the right context, memory, tools, guardrails, and UX so it reliably helps someone do real work?
That is the actual product layer.
Today we are launching my favorite feature of ChatGPT so far, called Pulse. It is initially available to Pro subscribers.
Pulse works for you overnight, and keeps thinking about your interests, your connected data, your recent chats, and more. Every morning, you get a custom-generated set of stuff you might be interested in.
It performs super well if you tell ChatGPT more about what's important to you. In regular chat, you could mention “I’d like to go visit Bora Bora someday” or “My kid is 6 months old and I’m interested in developmental milestones” and in the future you might get useful updates.
Think of treating ChatGPT like a super-competent personal assistant: sometimes you ask for things you need in the moment, but if you share general preferences, it will do a good job for you proactively.
This also points to what I believe is the future of ChatGPT: a shift from being all reactive to being significantly proactive, and extremely personalized.
This is an early look, and right now only available to Pro subscribers. We will work hard to improve the quality over time and to find a way to bring it to Plus subscribers too.
Huge congrats to @ChristinaHartW, @_samirism, and the team for building this.
been messing around with focus sprints again. 25 min work, 5 min break. feels basic but damn, it works. brain gets a mini reset and i actually finish things instead of just… fiddling.
honestly, half the time the thing that holds you back isn’t lack of ideas. it’s just fear of making the first move. drop the perfection, send it anyway.
MVP rule: build it quick, launch it quicker. 2 months max. no one cares about your progress until you ship. if you’re still tweaking features after 8 weeks, you’re procrastinating. just get it out the door.
don’t waste months obsessing over a perfect idea. best startups solve daily headaches, not once-a-year problems. think uber, not niche car sites. if you need a calendar reminder to use it, probably not it.
@Apple@AppleSupport wtf is this
apple thinks theyre slick by defaulting any search that sounds like “apple” to their own AI. make it make sense bro, this is why yall get sued for billions
matter of fact, we’re looking to raise a series A, a sweet settlement should be enough. im thinking 8 figures? lmk