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Chapo
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Chapo
@El_Crypto_Chapo
Founder/CEO @AssureDefi | Pioneer of Reflections & Project KYC $2B+ of projects ASSURED✨ Security, Consulting & Growth for Web3 Builders
US/Mexico Border Tunnels Katılım Ocak 2017
6.1K Takip Edilen43.4K Takipçiler

Happy Friday
Finish your week strong!
Brainverse@BrainverseAI
Good morning to those who like a little color in the morning 🧠
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Cantor8 is proud to have partnered with organisations at some of the world's leading academic institutions.
Several of Cantor8's team members saw their journeys begin within these universities, and exposing current students and researchers to @CantonNetwork is how we secure the future of the ecosystem.
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Good question, & 3 things:
Output reliability: Does it produce the same quality every time, or does a human still need to clean it up before it ships.
Cycle time: From request to usable deliverable. Days vs minutes is the unlock, not just dollar savings.
Context retention: Does the work compound week over week, or reset every time someone new touches it.
The headcount math isn’t just salary either. It’s ramp time, turnover risk, & the institutional context that walks out the door when a senior person leaves.
An agent team producing 85% quality at 100% consistency, 5x faster, beats a senior hire producing 95% inconsistently across months of onboarding. Every time.
And the gap closes fast once the team has memory of your business.
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@El_Crypto_Chapo @BrainverseAI That framing makes sense, but how do you measure output quality versus just cost savings?
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Stop pricing your agent team against your tool budget.
Price it against the staffing cost you’d take on to get the same output without it.
That usually means three to five part-time roles, months of ramp, and turnover risk every time a senior person walks out with context in their head.
That’s the real comp.
Not the SaaS bill.
The staffing cost..

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@SofiaCryptoVibe So much easier to get started on things actually worth my time 💯
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Security used to be a quarterly conversation.
Now it's a morning briefing.
100+ coordinated agents. They don't just run content and operations.
There's a security team, an infra monitor, a code reviewer. Every morning, a structured report. What's healthy. What flagged. What resolved overnight.
That's the shift from having AI tools to running an AI organization.
Brainverse.ai
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Great time w/ our friends at @Alchemy - at their NYC office!
Watch out for future announcements, you never know 👀
Thanks for having us @glennonchain 🤝

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@Siddharth87 @nbaschez I'm interested in grabbing a call if you're up for it. Particularly in swapping notes on what's working to deliver the same experience whether in CLI terminal env or outside of it in a much more normie-friendly env.
Let me know if you're up for it.
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We've figured this out. We create a central OS that consists of context files and tools to access your drive, docs, slack, crm, etc.
This also includes claude.md files and agent instructions. You can then work in this from Claude Cowork, Claude Code, or we create a custom agent using the Claude Agent SDK on a vps and you can access that from slack, text, email, whatver.
Either way you're getting the same experience across everything because the agent always accesses the core OS
Happy to show you how we've set it up internally and for clients
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I've worked with a few companies on this and spent a ton of time thinking about it
The hard part is if you want your employees using Claude, you don't have enough centralized control over their system prompt or skills, so no matter how well-organized your Notion or whatever is, the agent likely won't use it effectively
But everyone wants to use Claude and is very happy to be locked in by them, assuming they'll build whatever you need in a few months if it's not already there (probably correctly?)
Hard to find the right lane for this as a startup
Y Combinator@ycombinator
Company Brain @t_blom Every company has critical know-how scattered across people's heads, old Slack threads, support tickets, and databases, and AI agents can't operate like that. We think every company in the world is going to need a new primitive: a living map of how the company works that turns its own artifacts into an executable skills file for AI.
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@0xAvseenko @BrainverseAI gets worse the higher the position ends up being too.
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@El_Crypto_Chapo @BrainverseAI for sure, hiring a bunch of part-timers can be a total headache with all the training and turnover
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@ItsSnibby A ton of other examples of these things too, but appreciate you
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@El_Crypto_Chapo this is such a universal annoyance lmao ketchup bottles are basically controlled chaos engineering at this point tbh feels like a solved problem that no one actually wants to fix. followed u g
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8/
A lot of “unsolvable” problems aren’t unsolvable.
They’re ignored problems sitting one industry transfer away from being fixed.
Our agent team figured this one out in one session:
research, physics, engineering, cost model, cross-industry transplant.
What everyday problem should we tackle next?

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7/
Here’s the crossover nobody made:
Hospitals already use this principle to control blood, plasma, & lipid emulsions. The product is called Dial-A-Flow.
Rotating disc. Calibrated orifices in series. Precise delivery under low pressure, even with hard to control fluids.
50 years of medical production.
Unit cost: about $0.12.
Added cost to a ketchup cap: about $0.05.
Read the full breakdown here:
brainverse.ai/insights/physi…
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