Entering the Age of Attention Management
Getting ahead of the future
卡普迪姆’s Bilibili avatar
bilibili
卡普迪姆
GitHub
Nagi-ovo
10+
I have ADHD
Running 10+ agent sessions at once
…but it still wears me out.
What I’ve been managing
Last year
Chain of thought
Then
Context sessions agents
Now
Just tasks: what I want
Anthropic and Cursor both ship a coordinator now: you talk only to it, and it manages the sessions.
“Increasingly, the bottleneck is human attention.”
— Anthropic · Oct 16, 2026
Earlier talks covered the agent’s context. Mine is about the context in your head.
Customize your UI, and you’re customizing your attention harness
Voyager README hero: Your prompts, kept local. Any web UI — including DeepSeek Harness.
GitHub
Nagi-ovo/voyager
GitHub stars: 20K
It started with a timeline for Gemini
DeepSeek Harness: a great base for an attention harness
The harness everyone talks about
Helps agents work better
Tools · context · sandbox · verification
The attention harness I build
Helps people spend less attention
Attention management · the context in your head
Voyager’s prompt manager running inside the DeepSeek Harness web app
Voyager running inside DeepSeek Harness
Three principles
01
Fewer windows
One client One main model
02
Straight to what matters
What needs me first No scrolling to find it
03
Clear at a glance
Seeing beats reading before / after
01 Fewer windows
Every switch costs focus
Switching accounts Relearning each UI Electron apps eat RAM
Talk to one main model
Pick the best coordinator Flash models do the legwork No chatting with each one
For TUI fans
GitHub
herdrdev/herdr
02 Straight to what matters
Folders answer: where is it?
Activity answers: what needs me now?
Priority: active in the last 3 hours Then today, yesterday, and so on
Voyager’s Activity view in the Gemini sidebar, with the Priority group at the top
Voyager · Activity view
03 Clear at a glance
Some output is faster to see than to read
Artifacts in Claude Code Visualize in Codex Before / after, at a glance
Follower growth over the last 30 days, drawn by Codex Visualize
Codex Visualize: my follower growth this month
Clear at a glance, even in a terminal
Mermaid rendering + image rendering
Calm and expressive: no need to pick one
GitHub
ccch1mneyyy/dsh-TUI
dsh-visualize workflow diagram rendered inside dsh-tui in the terminal
dsh-visualize
GitHub
Nagi-ovo/dsh-visualize
New this week · V4.1-Flash 1017
5 card styles
Or describe your own in style.md
Page mode
Dashboards and tools open full size in a new tab
Pre-display check
Bad output bounces back with an error code to fix
A hand-drawn-style sales line chart card
Hand-drawn style
What’s next
Main session
Orchestrate
A few helper sessions
Build + test
Me
Review the visuals
Further out
Speak, and smart UIs appear as holograms
What I’ll do next
Research visual UI on DeepSeek Harness, then open-source it
Bilibili Weekly Must-Watch #395 poster: Re: AI Learning from Zero, Season 1 compilation
卡普迪姆’s Bilibili avatarbilibili
卡普迪姆
Season 2 onward: hands-on with DeepSeek Harness
01 Fewer windows
02 Straight to what matters
03 Clear at a glance
Getting ahead of the future
Spend the bandwidth you save on rest, thinking, exercise, and the people you love.
Thank you!
卡普迪姆’s Bilibili avatar
bilibili
卡普迪姆
GitHub
Nagi-ovo