If we say that the day before yesterday @Almanak__ didn't gain any followers after the second article was published, could it be that the writing frequency is too high? So I patiently waited a day and came to write an article today to see the effect. However, I just checked the previous tweet and found that the tagged official account doesn't have a blue checkmark. Could this be the reason it wasn't captured? This is also a point to pay attention to later.

From vibes to formulas, DeFi is experiencing a rational awakening. @Almanak__ is not just another "hype chasing" project, but aims to fill the overlooked gap in the industry: the scientific validation of economic models.

In this era filled with FOMO and infinite inflation, it provides a digital twin laboratory for token economics: allowing projects to run through all extreme scenario tests using real on-chain data before the TGE—Is the liquidity sufficient? How much selling pressure will there be? Can the incentive loop stabilize itself?

If the answer doesn't work, then rerun it instead of using investors' money to experiment.
This is the rational way of Almanak. What’s even better is that it drives the entire process with AI agents, allowing the model to self-learn and self-optimize, truly achieving intelligent economic design. The future of DeFi is not just automated returns, but intelligent risk management.

So, while others are still telling stories, Almanak is already writing algorithms.
This might be the step from Vibes to Value.

#Cookie @cookiedotfun #Almanak