Avi Hacker, J.D.
1.1K posts

Avi Hacker, J.D.
@Avi_hacker1
I help Real Estate & Legal professionals leverage AI to multiply their revenue and scale - WITHOUT adding overhead | Reclaim 18+ hours a week
Katılım Nisan 2025
193 Takip Edilen51 Takipçiler

My AI assistant went down.
So another AI agent on my computer diagnosed it, repaired the gateway, verified Telegram was back online, and told me Greg was back.
That sounds absurd, but I think it’s a glimpse of where personal AI agents are headed.
I wrote about the full setup here:
open.substack.com/pub/avihacker/…

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My AI chief of staff went down today.
So I asked my other AI agent to fix him.
It diagnosed the gateway, found the stale runtime, repaired the service, restarted OpenClaw, verified Telegram was live, and told me Greg was back online.
We have officially entered the “AI agents doing IT support for other AI agents” era.
You can’t make this stuff up.
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Everyone building with AI is pattern matching on what worked 6 months ago and it's already wrong.
The models change, the capabilities change, and the frameworks you built last quarter break.
The only way through is what you describe: hold your mental models loosely, zoom in and out constantly, and stay humble about what you think you know.
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There is no merit in making something more complex than it has to be, but simplicity for simplicity’s sake will also fail us. The challenge is not to reject simplicity but to use it humbly. We should not confuse simplicity and, by extension, our reductionist thinking with reality. Here are some methods to complement simplicity:
1) Face the Limits | Simplifying frameworks has a domain of validity. Knowing where a simplification breaks down is as important as knowing when and where it applies.
2) Zoom In and Out | Each problem looks different from different angles and altitudes. By zooming in and out, we’ll likely apply different frameworks and mental models to simplify our problem. Diversity of vantage points and mental models can lead to different understandings and be illuminating.
3) Convergence | When we apply various simplifying frameworks, do our answers converge? If not, we need a deeper understanding of our problem.
4) Probabilistic Thinking | As a simplifying method, we view the world as static and stationary, yet we know the world is not static and non-stationary. It is often helpful to apply a probabilistic approach.
5) Humility | Simplifying conclusions and beliefs should be loosely held. Be careful of narratives that feel too elegant. While we struggle for clarity, the truth is often messy.
Alfred Lin@Alfred_Lin
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Great take - this is the way to go
Alex Finn@AlexFinn
How to make $2,000,000 with AI this year:
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@ClaudeDevs @bcherny How is this different from/loop until x
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