Pinned Tweet
Introducing Expand Fetch, a new way to scrape and crawl the web.
Your agent has never seen the web. No wonder it gets basic questions wrong.
Traditional Markdown APIs lose critical details. So we trained two System one models to change that:
Iris, a vision model that sees pages like you do, preserving tables, icons, and layouts.
X-Ray, a JSON model that uncovers the hidden data behind every page.
Every fetch also comes with a Wayback Machine. Every line links back to its source, so you can verify exactly what your agent saw.
Three products. One API.
On our benchmark of 1,094 questions across 326 challenging web pages, agents using Expand got 74% right. The next best API got 55%.
Available today at $1 per 1,000 fetches.
Try it at expand.ai
Tim Suchanek retweeted
Big news: 2027dev is now Firegoat! ❤️🔥🐐
For the next chapter of our company, @firegoat_ai felt like a name that reflects what we're here for.
Our mission is to empower teams to ship agent-ready products with confidence and ease.
We're already working with incredible agent-first developer teams at @browserbase, @e2b, @mastra, @clerk, @daytonaio , @sazabi & more.
The best part: it's only the beginning. We're launching exciting things this week - stay tuned!
Aaand we're hiring exceptional backend+infra/product engineers 👀 DMs are open
Tim Suchanek retweeted
"AI has found a few vulns but not that many / not that bad"
ALT The famous survivorship bias airplane diagram. The bullet holes are in the survivable areas only, so the areas to protect are the ones where bullet holes *aren't* found.
Tim Suchanek retweeted
Ok yeah this works. On tricky Taiwan sites Grokbot failed hard, switched to Expand and worked 100%. On hundreds of fetches, at a cent per fetch. Love this 😍
The generated email structure of inbound sales emails is usually this:
[AI summary about Expand]
[Random unrelated pitch]
You can just leave out the AI summary - I already know what we're working on!
Believe it or not, I get automated AI emails of people congratulating on the launch and offering a 90s launch video. Now I'm so curious what I would get with them ...
Thank you everyone for the love and support yesterday. The bottleneck isn’t reasoning but perception.
It was over a year of hard work to make this world wild web work well.
This is the foundation for much more to come.
We‘ll have something to announce soon 🔜
Introducing Expand Fetch, a new way to scrape and crawl the web.
Your agent has never seen the web. No wonder it gets basic questions wrong.
Traditional Markdown APIs lose critical details. So we trained two System one models to change that:
Iris, a vision model that sees pages like you do, preserving tables, icons, and layouts.
X-Ray, a JSON model that uncovers the hidden data behind every page.
Every fetch also comes with a Wayback Machine. Every line links back to its source, so you can verify exactly what your agent saw.
Three products. One API.
On our benchmark of 1,094 questions across 326 challenging web pages, agents using Expand got 74% right. The next best API got 55%.
Available today at $1 per 1,000 fetches.
Try it at expand.ai
2 more things.
1) Read more at expand.ai/blog/announcing-ex…
2) This wouldn't have been possible without the support of some amazing folks, including @ycombinator @rauchg @alanaagoyal @SystemOneVC @swyx
Tim Suchanek retweeted
We've been doing this for centuries in Europe
It's thanks to a technology that the US hasn't yet discovered called "trains"
My goodness, the decaf from frequentcoffee.com/ is the absolute best I ever had.
My favorites so far are frequentcoffee.com/products/…
and frequentcoffee.com/products/…
I don't know how they get so much taste into a decaf. It's incredible.
If you don't do it yet, please start using orchestrator agents. It really changes the game.
You should focus on getting architecture and guardrails right, not scheduling individual chats.
It was a pleasure to experience the release in-person at the Effect meetup in SF! The Effect community is very very talented. So many great projects, like Alchemy.
I'm excited about the improvements. Huuuge step forward!
Effect v4 is here.
One ecosystem. Zero dependencies.
The next chapter of Effect and the foundation for building reliable software and AI agents in TypeScript.
ALT Effect 4.0 stable release announcement on a dark background. Large white “4.0” above “Production-ready. Out now.” A timeline along the bottom progresses from 3.0 Stable to 4.0 RC to 4.0 Stable.