maoparr_gusto

Founder of datagusto
Manager AI Agent for your unpredictable AI Agent
Alchemist Accerelator Class 35

[maoparr_gusto @MaoparrG]

If you have learned data analysis using Cousera or Udemy, would you be willing to help us with an interview?
https://t.co/qfmtvfH4RU

We offer you the best data analytics platform,and you can use that as the first user!

[maoparr_gusto @MaoparrG]

beginner's luck or incident

[Abhinav @Abhinavstwt]

Vibe coding + beginner = ?

[maoparr_gusto @MaoparrG]

@BlakeFolgado Yeah..... 10years ago, everyone hated Bloomberg, and 2025 of course, but still it is the same position. I wonder why.

[maoparr_gusto @MaoparrG]

But still, Bloomberg is the king of the finance 3rd party data

[Blake @BlakeFolgado]

😰 found out traders are using this AI tool to get news hours before Bloomberg… wild

[maoparr_gusto @MaoparrG]

Business logic isn’t static. Having systems that adapt guardrails as data patterns change means your AI gets smarter, not sloppier, as you scale. That’s the safety net enterprises actually need.

[maoparr_gusto @MaoparrG]

Real-time log analysis means the system can catch agents before they send incomplete or invalid reports to clients. No more cleaning up after the fact. Automatic guardrails, built from user feedback, just work.

[maoparr_gusto @MaoparrG]

Letting users give feedback in plain language-like, “those conclusions don’t match the data”-is such a game changer. Non-engineers can actually shape how AI agents behave. That’s how you bridge the gap between tech and biz.

[maoparr_gusto @MaoparrG]

Most AI evaluation frameworks rely on super formal criteria. But real-world business logic is… messy. Who writes down every implicit rule? (No one.)

[maoparr_gusto @MaoparrG]

Saw an AI sales agent generate a business report full of weird fields and off-base conclusions. Classic AI move. What’s tricky? Even experts can’t always explain the rules for "right" or "wrong"-business sense is rarely written down.

[maoparr_gusto @MaoparrG]

Even if you get a shocking email or a morally incorrect email, and "hey, what's wrong with this? "Of course, sorry... this is not me, this is AI Agent's mistake, just hallucinated." It would be so easy to use.

[maoparr_gusto @MaoparrG]

I think "Sorry, it was a hallucination" is a good excuse.

[maoparr_gusto @MaoparrG]

https://t.co/Bp2sHpXSUO

But where is the blue team?

[maoparr_gusto @MaoparrG]

That's why "Unique Value Prop"

[Pauline Cx @Pauline_Cx]

Your SaaS idea doesn’t need to be new.

It needs to be better, cheaper, or more focused.

Innovation = improvement, not invention.

[maoparr_gusto @MaoparrG]

@akshay_pachaar Interesting discussion, but I think not only red teaming type of attack, but also blue teaming type of issue is here.

[maoparr_gusto @MaoparrG]

Finally, AWS started the AI Agent marketplace.
This is a big start, especially for the AWS - Infra layer company.
https://t.co/SnXUzuaeGR
#AIAGent

[maoparr_gusto @MaoparrG]

And recently "Answer" function tells you where you should go as well #reddit

[Yurii Rebryk @rebryk]

Best subreddits for Founders in 2025:

r/InternetIsBeautiful (17M)
r/Entrepreneur (4.8M)
r/productivity (4M)
r/business (2.5M)
r/smallbusiness (2.2M)
r/startups (1.8M)
r/EntrepreneurRideAlong (593K)
r/SideProject (430K)
r/Business_Ideas (359K)
r/SaaS (341K)
r/thesidehustle (184K)
r/ycombinator (132K)
r/indiehackers (91K)
r/MicroSaas (80K)
r/GrowthHacking (77K)
r/growmybusiness (63K)
r/vibecoding (35K)
r/AlphaandBetaUsers (21K)

Use them to get the first users for free.

[maoparr_gusto @MaoparrG]

What kinds of tools are popular for testing AI agents in a sandbox?

[maoparr_gusto @MaoparrG]

AI Agent changed the user password automatically without persmisson.
#SecurityForAIAgent

[maoparr_gusto @MaoparrG]

What about Reddit?

[kristen ˙ᵕ˙ @startup_bestie]

My intern just asked, “what’s Stack Overflow?

RIP stack overflow 💀🪦

[maoparr_gusto @MaoparrG]

MCP with Canva!!!!
Finally.....

[maoparr_gusto @MaoparrG]

I am looking for a word, a layer, or an Agent that manages the AI Agents, which is an upper-layer concept than the supervisor agent.
Are there any words?
#AIAgent #LangGraph