Five to ten items
Only the shortlist.
Not a stream. Not a recap. Just the few items most likely to matter to your current goal.
Daily brief · 09:00 UTC
Stop scrolling.
We already found what matters.
Tell Scrollcut what you want right now, connect the signals you already leave behind, and get one short daily brief with the few posts, openings, and leads actually worth your time. Each item comes with a clear “why now” and one next move, so you can act instead of keep browsing.
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scrollcut
Wed 6 May · UTC · Brief №142
Six opportunities and two reinforcing reads. Tilted toward applied-ML roles based on your last week of saves.
- 01Job
Robotics staff engineer — applied AI for warehouse logistics
Full-time, ships perception + planning for autonomous pickers. Comp band ~$280k base.
x.com/robolabs@robolabs1d ago
- 02Fellowship
Public Interest Tech Fellowship — 2026 cohort
12-month residency, $90k stipend. Applications close in 18 days.
publicinterest.tech4d ago
- 03Collab
Looking for an RL collaborator on a 6-week sim2real sprint
Strong PyTorch + controls background; 6 weeks part-time; published outcome shared.
x.com/maria@maria2d ago
End of brief · Next compose 24h
What you get
A better filter for noisy platforms.
Why it made the cut
Clear reasoning.
Every item explains why it showed up: your stated goal, your recent signals, and why this is worth attention now.
One next step
Made for action.
Apply, reply, save to queue, or skip. The brief should help you decide quickly, not trap you in more reading.
The brief, sampled
What the output looks like.
Same layout, same tone, same level of explanation. Your version changes based on your goals and the signals you connect.
scrollcut
Wed 6 May · UTC · Brief №142
Six opportunities and two reinforcing reads. Tilted toward applied-ML roles based on your last week of saves.
- 01Job
Robotics staff engineer — applied AI for warehouse logistics
Full-time, ships perception + planning for autonomous pickers. Comp band ~$280k base.
x.com/robolabs@robolabs1d ago
Why this matters now
Closely matches your tracked goal “transitioning from research infra to applied roles” and three of your last week’s saved posts cluster on sim2real.
- 02Fellowship
Public Interest Tech Fellowship — 2026 cohort
12-month residency, $90k stipend. Applications close in 18 days.
publicinterest.tech4d ago
Why this matters now
Your Notion fellowships board has tagged this as a priority track. Recency-decayed signals from the past two weeks reinforce it.
- 03Collab
Looking for an RL collaborator on a 6-week sim2real sprint
Strong PyTorch + controls background; 6 weeks part-time; published outcome shared.
x.com/maria@maria2d ago
Why this matters now
Direct match to a current intent flagged in your graph. Fresh post (2d) and the author has overlapping followers in your network.
- 04Grant
NSF Partnerships for Innovation — translational call
Seed funding for lab-to-market prototypes. Letter of intent required by Jun 12.
nsf.gov9d ago
Why this matters now
You saved two prior NSF threads in the last 30 days; topic recurs across your Notion plans. Older post but high goal weight.
- 05Resource
System design primer for ML infra teams
Long-form on reliability patterns for training and inference. Cited often in your reading list.
blog/practical-mlops3d ago
Why this matters now
Included only because it directly reinforces your active job-search goal and rates above the median opportunity score this week.
End of brief · Next compose 24h
How Scrollcut decides
It learns what matters, then goes looking.
01
Your goal
What you say you want now matters most. A current objective should outweigh stale platform behavior.
02
Your signals
Bookmarks, notes, plans, and recent saves help Scrollcut understand taste, urgency, and what keeps recurring.
03
Fresh collection
Then Scrollcut looks for candidates to rank against that context, instead of trusting an engagement-optimized feed.
What we won’t do
Built to reduce noise, not add more.
The product should help you close the tab faster. That means refusing a lot of normal growth tricks.
- No infinite feed.
- No engagement metrics.
- No DM templates or auto-replies.
- No notifications past one daily email.
- No per-user dark patterns to keep you in the app.
Sources we read
Start with your context.
Twitter / X
Bookmarks and saved posts help teach Scrollcut what matters.
Notion
Plans, trackers, and reading lists add higher-trust intent.
Manual import
Paste links directly when you already know a source is worth watching.
Coming later: X search, X lists, Obsidian, LinkedIn, RSS, and other collection paths. More sources should improve the shortlist, not change the product into another feed.
“A daily brief for people with better things to do than keep scrolling.”