Victor Anderson

Product Manager | AI Builder 🚀
Ship better products faster with AI tools & vibe coding | SaaS growth • Building in public
DM for collabs

[Victor Anderson @sentientstack]

@X Right??

[Victor Anderson @sentientstack]

@pixel2ai Whenever you have the chance

[Victor Anderson @sentientstack]

Gemini 4 Argon:

91.9% on Vibe Code Bench.
55% on FrontierSWE v2.
Different benchmarks, different tasks.

But they highlight something builders shouldn't ignore.

Getting AI to generate an impressive app is one challenge.

Getting it to maintain complex software is another.

[Victor Anderson @sentientstack]

@manvankaliber @claudiamiclea Go to profile > subscriptions > analytics

[Victor Anderson @sentientstack]

@Ionkosm Prompt it to give you a strategy to validate your ideas with people.

[Victor Anderson @sentientstack]

@StevBuilds Yes, but be truthful to yourself, don’t let it get into your head.

There’s what we call “see finish” in pidgin it means people no longer regard you because they have seen what you’re made of.

Therefore, package yourself well, make person no see you finish.

[Victor Anderson @sentientstack]

@meekddesigner Lol
Mad o!!!!

[Victor Anderson @sentientstack]

@unkonfined Recycling posts.

[Victor Anderson @sentientstack]

@solopribuilds Lol
One of my friends called me yesterday telling me he lost his job because of AI.

[Victor Anderson @sentientstack]

It’s no longer news that most products have now embedded AI functionality into their products workflow. However, I don’t see those AI features in most fintech companies in Nigeria. I mean features that are customer facing.

[Victor Anderson @sentientstack]

@OnatAksaray I was taught to speak into my day, approach it with positivity and watch everythig work out.

[Victor Anderson @sentientstack]

Good morning mutuals!
Today is going to be the best day ever!.

[Victor Anderson @sentientstack]

Gemini 4 Argon supports a 1 million-token context window.

Impressive.

But look at its GraphWalks results:

Up to 128K tokens: 99.7%
256K–1M tokens: 84.2%
A model's ability to accept information isn't the same as its ability to use it reliably.

Context size ≠ comprehension.

[Victor Anderson @sentientstack]

@solex001 @KoaWeb3 I try.

[Victor Anderson @sentientstack]

@pfernan95dev whats is the secret ?

[Victor Anderson @sentientstack]

@andreigec I had a conversation with one of my colleague and he was talking about how impressive AI is and how it has come to make things simpler, report that would take 3 days to product took 20 minutes.

[Victor Anderson @sentientstack]

@axhiii88547 How do you have a great product without any user? It starts with validation, if the problem is worth solving then you should already have a few users waiting to for launch.

[Victor Anderson @sentientstack]

Gemini 4 Argon is #1 on the Vals Index.

But on MedScribe, it ranks #15.

Same model. Different benchmarks.

This is why picking an AI model based on a general leaderboard can be a costly mistake.

The best model overall isn't necessarily the best model for your product.

[Victor Anderson @sentientstack]

@niqudrift Let me speak for my self, X monetization means i have at least 600 followers, its easy to post an ad onmy page and get people connect with my product.

[Victor Anderson @sentientstack]

@Denche2005 100 million Naira in treasury bill.

[Victor Anderson @sentientstack]

@KrishnaBuildsAI The joy of experiencing a new tool, i'm sure it will become the normal.