
Popo Dev
227 posts

Popo Dev
@popoxdev
Bootstrapping my SaaS as a student, CS major doing LLM research, Building https://t.co/hrJYGqjHyd - Record demo videos for your product 🎥
Software Engineer Tham gia Aralık 2024
101 Đang theo dõi95 Người theo dõi
Tweet ghim

When I have time I like to build project on the side. The annoying thing is that showcasing them always takes hours. Just a quick demo takes the entire day.
Happy to launch a new version of ScreenDemos with
- Automatic zoom effects
- Custom backgrounds
- High quality video export
Managed to record this demo in a few takes today 👇
English


The next step for autoresearch is that it has to be asynchronously massively collaborative for agents (think: SETI@home style). The goal is not to emulate a single PhD student, it's to emulate a research community of them.
Current code synchronously grows a single thread of commits in a particular research direction. But the original repo is more of a seed, from which could sprout commits contributed by agents on all kinds of different research directions or for different compute platforms. Git(Hub) is *almost* but not really suited for this. It has a softly built in assumption of one "master" branch, which temporarily forks off into PRs just to merge back a bit later.
I tried to prototype something super lightweight that could have a flavor of this, e.g. just a Discussion, written by my agent as a summary of its overnight run:
github.com/karpathy/autor…
Alternatively, a PR has the benefit of exact commits:
github.com/karpathy/autor…
but you'd never want to actually merge it... You'd just want to "adopt" and accumulate branches of commits. But even in this lightweight way, you could ask your agent to first read the Discussions/PRs using GitHub CLI for inspiration, and after its research is done, contribute a little "paper" of findings back.
I'm not actually exactly sure what this should look like, but it's a big idea that is more general than just the autoresearch repo specifically. Agents can in principle easily juggle and collaborate on thousands of commits across arbitrary branch structures. Existing abstractions will accumulate stress as intelligence, attention and tenacity cease to be bottlenecks.
English

Companies are going to start paying GTM Engineers $150K+/year.
They can do it all:
1. Set up email infrastructure
2. Build targeted lists
3. Enrich data from multiple sources
4. Score leads into tiers
5. Route leads to reps
6. Run automated outbound
7. Build awareness scores
8. Orchestrate inbound systems
That said...
I put together a full cheatsheet that covers the entire role from start to finish...
• Strategy plays for warm, signal-based, and cold outreach.
• Data aggregation across CRM, 1st party, 2nd party, 3rd party, and database sources.
• Data enrichment workflows to filter, normalize, score, qualify, and segment.
• Data activation across outbound, RevOps, content, and ads.
Plus full outbound and inbound sales workflow breakdowns...
KPIs for production, distribution, and conversion...
And a curated book list to go deeper.
Whether you're a GTM engineer, sales leader, or founder doing outbound yourself...
This is the only reference guide you need.
If you want it for free:
Comment "GTME"
And I'll send it over ASAP.
PS - This cheat sheet includes 20+ tools, 8 book recommendations, and frameworks used by top GTM teams generating millions in pipeline.

English
Popo Dev đã retweet
Popo Dev đã retweet

OpenAI and Anthropic have opposite cultures.
OpenAI runs like a modern Bell Labs. 2-3 researchers spin up projects like GPT & Sora, then turn them into products. Maximal ambition, from each kind of model to robotics to AI device.
Anthropic is brutally focused. They believe coding is the path to AGI. Everything else is noise. No image models. No video models. No vagueposts.
It will be fascinating to see which one wins.
English

Design is the differentiator in AI era.
Companies are waking up to the importance of having good design.
Today, @ADPList is releasing an extraordinary collection of 90 winning design tactics used by the world's best products like Duolingo, Airbnb, Figma and more.
This is a blueprint for design, proven by the best, and ready for you to use—we believe craft is eating the world.
Want a copy? Just raise your hands below, I will send it to you!



English

It’s basically illegal to be a Republican at Harvard 😂
Chamath Palihapitiya@chamath
“Show me the incentive and I’ll show you the outcome…”
English













