Uncovered Bookmarks #6: wtf is an agentic workflow?

Oct 12, 2025

Nathan Benaich’s State of AI Report is out. Four hours of reading well spent:

Learning for free with Sholto Douglas on Matt Turck’s podcast:

imo “given the right feedback loops” is the argument for domain-specific enterprise AI tools. The general models can’t do every domain at once, particularly in areas where each company has its own specific posture/guidelines.

The enterprise version of this is creating the deck that your ICP shares with their boss to get promoted:

It’s a race to survive at the app and infra layers, who’s going to make it?

mandates

agents vs clouds

note: i did finish the devin write up… but chose to self censor it bc i didn’t want to piss people off, i’m a paid shill ok integrity isn’t my strong suit — hence the lack of content. if i find a way to spin the devin piece positively, i’ll put that out there…

2 months ago · 79 likes · 14 comments · Ethan Ding

Dawal uses art to fill in cracks in Parisian walls:

@artists.pages Meet artist Dawal whose painted characters are taking over the cracks and peeling walls of cities like Paris. In these gaps, he creates new worlds by finding his visions a home. @dawal #artist #artistsoftiktok #painting #streetart #contemporaryart

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“We are now transitioning from GPT-2 moment of computer-use to GPT-3 moment when we start to have few-shot behavior working reliably. Imagine being able to upload a video your workflow once (perhaps with your voice explaining what you are doing) and then model can do all future similar workflows with that one example.”

Wild:

@overtime He was FLYING 🤯 #amazing #stunt #bike #bmx #trick (via nitrocircus/IG)

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Nathan Lambert advocating for more investment in the open model ecosystem:

It’s shocking there’s a generation of people in tech who don’t know Alex Danco is the greatest commentator on the sociology of Silicon Valley. Welcome back!