I just published a research monograph on the future of AI-native work.
The core idea: AI won’t be limited by model capability. It will be limited by context continuity.
Today’s tools = stateless, fragmented, disposable.
What we actually need: → persistent memory → structured context → executable workflowsThis is why I’m building
Cerebro: an operational layer on top of Claude Code. Not another tool.
An OS for agentic founders.
The full research ↓
https://t.co/XsR4OZKcsz
Fuck “work.”
I want a second brain that actually does things.
One place for my projects, agents, tasks, databases, memory, emails, code, and decisions.
Not another app.
An operating system for solo founders.
That’s Cerebro.
Here are the insights that changed how I think about AI systems:
1/
We’ve been optimizing AI for answers
But the real bottleneck is context
2/
Every session resets
Every tool is isolated
Every workflow leaks intelligence
3/
This creates a hidden tax:
→ lost knowledge
→ repeated work
→ shallow outputs
4/
The future isn’t “better prompts”
It’s:
→ persistent systems
→ connected memory
→ executable context
5/
This is exactly what we’re building with Cerebro:
an OS layer on top of Claude Code
Where:
→ pages = memory
→ databases = structure
→ workflows = execution
6/
Not a chatbot
Not a note-taking app
A system that thinks with you over time
@karpathy
I'm looking to #connect with passionate tech solofounders.
Let's share ideas, build, and grow together!
• Solofounders
• Frontend
• Backend
• Full stack
• DevOps
• AI / ML / RL
• Data Science
• Freelancing
• Startups
• Founders
• Vibecoders
• Space
say hi and connect!
Solo founders are about to become real companies.
Not because they work harder.
But because they build systems that execute for them.
1 person
+ agents
+ persistent context
= unfair advantage
Curious how people like @levelsio, @nathanbarry, @dhh think about this shift.
I stopped using AI like a chatbot.
Now I use it like a system:
• It remembers what I’m working on
• It executes tasks
• It handles workflows
Feels less like a tool.
More like infrastructure.
AI is powerful.
But every time you open a new session,
it forgets everything. 🤣
Your work.
Your context.
Your thinking.
That’s the real bottleneck no one talks about.
Short-Term Capitulation Meets Long-Term Conviction
“Divergence between STHs and LTHs is significant, Short-term investors are exiting in panic, locking in losses.
Long-term investors are stepping in with conviction: buying weakness and absorbing supply.” – By @0nchained