LiamVDB

I build AI systems that do real research. Currently: Assayist, so founders stop validating ideas with vibes. 🇧🇪

[LiamVDB @LiamVDB5]

@madeByMD2 I’d first separate product problem from reach/messaging problem. 2.5K Reddit views → 17 landing page visits sounds like either the right people didn’t see it, or the pain didn’t feel urgent enough.

I built a tool for checking that. Want me to run a quick free check and send it?

[LiamVDB @LiamVDB5]

@tekbog hahha, same here! Keep on trying to use my plan so much that I actually get value from them lol

[LiamVDB @LiamVDB5]

@yashhq_22 I mean with Assayist around, its almost stupid to build first, even today with AI for vibe coding.

[LiamVDB @LiamVDB5]

@hthieblot Assayist gives founders an evidence-backed validation dossier: real user complaints, job postings, and competitor pricing synthesized into a decision-grade report, instead of a ChatGPT opinion on whether their startup idea will work.

[LiamVDB @LiamVDB5]

@KEMOS4BE I’ve heard a lot of people saying opus 4.7 is way worse than 4.6, personally haven’t noticed it as a clear regression though. Anyways I wanted to ask you, what do you think about the new design feature of Claude?

[LiamVDB @LiamVDB5]

@realmcore_ GPT 5.4 as Orchestrator
- gpt-5.4-mini as default code worker (medium)
- gpt-5.3-codex as strong code worker (xhigh)

[LiamVDB @LiamVDB5]

@asaio87 And yes the limits are wayy better

[LiamVDB @LiamVDB5]

@asaio87 I set up a hybrid proxy inside of Claude, so now I’m using Claude code with my one Claude subscription and 3 codex subscriptions. Full GPT-5.4 inside of Claude code

[LiamVDB @LiamVDB5]

@lochiejarvis201 @MeteoraAG @JupiterExchange Damn, Congrats Lochie! Well deserved, all your hard work is paying off! 🎉

[LiamVDB @LiamVDB5]

@IrishFTW @weremeow Great idea! Hit me up with invite when you have set it up 🫡

[LiamVDB @LiamVDB5]

@fiji_solutions @solatropos It’s really getting insane, what’s your favorite model to use?

[LiamVDB @LiamVDB5]

@yashhsm Gpt-4o-mini? Why not use Gemini 2.5 Flash?

[LiamVDB @LiamVDB5]

JM Jupiverse 🪐☕️, how are all of you doing?

[LiamVDB @LiamVDB5]

@RJ_Aventus JM RJ! ☕️☀️

[LiamVDB @LiamVDB5]

JM Jupiverse ☕️☀️

[LiamVDB @LiamVDB5]

@weremeow @JupiterExchange I hope https://t.co/k9FnZiRnUo can help out 💚

[LiamVDB @LiamVDB5]

@poseidon_1lord @JupiterExchange JM Poseidon!

[LiamVDB @LiamVDB5]

In JUP we trust 💚

[• RJ • @RJ_Aventus]

I don't care about the noise. @JupiterExchange

I'll still be here.

LOCKED IN 🔒

Building something, I don't know what yet... I'm just following my instincts, my convictions.
They tell me to stay, to keep doing what I do.

I'm not afraid of what's happening.
Remember: after the storm comes the calm.

Jupiter will recover, the DAO will return, and trust will be restored.

I couldn't have chosen a better community for my time.
We are a great family, and like in every family, there are arguments—but at the end of the day, we care about each other and want the best for our home (Jupiter).

- There are many things to improve. We will improve them.
- There are many things to fix. We will fix them.
- There’s much to move forward. We will move forward.

Of this I am sure: Jupiter never stagnates.

@weremeow has a purpose, a project, a vision.
I can feel his pain from here, what he loves the most is turning against him: his community.

- Was it too much transparency?
- Too much generosity?
- Too much kindness?

I don’t know. I only know that we’ve already taken the first big step toward a new Jupiter.

—What got us here won’t get us where we want to go—

Thank you.

RJ - 🧡

- @JUPCatdets @JUPANDJUICE @jup_dao @jup_mobile @jup_uplink @kashdhanda -

[LiamVDB @LiamVDB5]

@lochiejarvis201 Missed the call, and was confused but this recap had everything I needed, thanks Lochie!

[Lochie @lochie_sol]

🪐⚠️The biggest change Jupiter Dao Has ever seen has just gone down!⚠️🪐

Missed the Jupiter Rally? Heres an Important Change to Jupiter DAO Governance and Everything You Need to Know 👇

🧵THREAD🧵