Free Tool · BYOK
Daily Brew
The morning digest you configure yourself.
For people who know what they want to read, not what the algorithm thinks they should. Just say what you'd like to follow — "new posts from Anthropic's engineering blog", "YC Series A raises this week", "papers on mechanistic interpretability" — and get a clean brief with your morning coffee.
Start your daily brew →Bring your own API keys. Nothing stored on our servers.
Powered by Yutori
You decide what to follow
Just say what you want to read in plain English. Pause or remove any topic anytime. No keywords, no SEO spam — only what you asked for.
One brief, every morning
A single clean digest with your coffee. The good stuff bubbles up, repeats are gone, and the noise stays out.
From read to post in one click
Pick anything you like, turn it into a draft tweet or LinkedIn post. Built for builders who read to write.
Your keys, your data
Everything stays with you, never on our server.
The story
Daily Brew was inspired by a conversation I had with Devi Parikh, Co-CEO of Yutori, on the TwoSetAI podcast. She introduced me to the idea of scouts — AI agents that continuously monitor the web for changes you care about. I realized this was exactly what I'd been missing: a way to watch the specific things I care about, without relying on Google's algorithm or Twitter's feed.
So I built Daily Brew — a simple morning digest powered by Yutori's Scouting API. It's free and designed to be the antidote to algorithmic feeds.
▶ Watch the interview with Devi Parikh
— Angelina Yang, TwoSetAI
Who Daily Brew is for
- Founders tracking specific competitors
- Researchers monitoring specific labs and papers
- Creators following specific people they admire
- Builders watching specific tools and releases
- Anyone tired of Google's SEO spam and algorithmic feeds
What a good scout looks like
Daily Brew is only as good as the query you give it. The rule of thumb: if you could just Google it, don't write a scout for it. Save scouts for the things Google can't give you.
Generic (skip)
- "Latest AI news"
- "Tech startup news"
- "Machine learning papers"
- "AI tools"
Specific (great fit)
- "New posts from Anthropic, OpenAI, and DeepMind research blogs in the last 24h"
- "YC companies that raised Series A in the last 7 days, with amounts and investors"
- "New papers on mechanistic interpretability from Anthropic's alignment team"
- "Product launches from Cursor, Windsurf, Claude Code, and Cline"
Frequently asked questions
What is Daily Brew?
Daily Brew is a free browser-based tool that produces a daily AI-curated news digest built from scouts — natural-language queries you write in plain English describing what you want to follow. Yutori's Scouting API continuously monitors the web for matches; Claude ranks, deduplicates, and summarizes them into a single morning brief delivered in your browser.
What is a scout?
A scout is a natural-language description of something you want to follow. Examples: “new posts from Anthropic's research blog,” “YC companies that raised Series A in the last 7 days,” or “papers on mechanistic interpretability.” Scouts are different from keyword searches — they describe an intent, and Yutori's agents monitor the web on an ongoing basis.
How is Daily Brew different from traditional news aggregators?
Traditional news aggregators either trigger on keyword matches across indexed pages (mostly SEO-optimized content) or aggregate RSS feeds you manually pick. Daily Brew uses AI agents (Yutori scouts) that actively monitor specific sources, entities, and topics you describe in natural language. You get updates that keyword alerts would miss (entity-specific, recent, no SEO spam), and you don't have to curate an RSS list.
How much does Daily Brew cost?
The app is free. You bring your own API keys for Yutori (scout monitoring) and Anthropic Claude (ranking and summarization) and pay those providers directly. Yutori pricing depends on how many scouts you run and how often; Claude pricing depends on digest length. Typical usage is a few dollars a month.
What makes a good scout?
Specificity. The rule of thumb: if you could just Google it, skip it. “Latest AI news” is a bad scout; “New posts from Anthropic, OpenAI, and DeepMind research blogs in the last 24 hours” is a great one. Name specific sources, entities, or timeframes so the agent knows exactly where to watch and what's worth surfacing.
Can I turn digest items into drafts for LinkedIn or Twitter?
Yes. Multi-select any items in your digest and Daily Brew can copy them as formatted text or generate a draft tweet/LinkedIn post. Pair with TL;IN for full-post drafting workflow.
What languages does the digest support?
Daily Brew can produce digest output in multiple languages. You pick the output language in settings; the scouts themselves can follow sources in any language Yutori supports.
Is my data stored on TwoSetAI servers?
No. API keys and scout definitions live in your browser's local storage. Scout execution and summarization happen directly between your browser and the Yutori / Anthropic APIs using your own keys. TwoSetAI does not operate a backend for Daily Brew, so there's no account, no shared database, and no content logs on our side.
Does Daily Brew work offline?
The app shell installs as a Progressive Web App (PWA) so the interface loads offline. Fetching a fresh digest requires internet — scouts need to hit Yutori, and summaries need to hit Claude — so you need to be online to pull new content.
Who built Daily Brew?
Angelina Yang, the sole operator of TwoSetAI and a fast.ai fellow. Inspired by a conversation with Devi Parikh, Co-CEO of Yutori, on the TwoSetAI podcast. Part of Angelina's Lab.