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Confession: I’m tired of tokens with “vibes-only” treasuries. I want math. That’s why Samsara from @Nirvana_Fi grabbed me. It’s an open platform on Solana for on-chain DATs (digital asset treasuries) - think MicroStrategy logic, but programmatic and launchable by anyone. Here’s how it works in plain words. The Assured Value Machine (AVM) mints assets with a built-in floor. $ANA is the first case: deposit USDC → mint ANA → the AVM owns the reserves and posts a standing bid big enough to buy back 100% of supply at the floor. That floor can’t go down. Protocol fees and timed recalibrations ratchet it upward in small steps, and when people sell, tokens are burned so solvency stays intact. Now picture avPENGU: deposit $PENGU into its market, mint avPENGU, and the treasury lives on-chain. Liquidity isn’t rented; it’s protocol-owned. Price follows a deterministic curve — buys push up, sells push down, never below the floor. Because the floor is guaranteed, you can borrow against value without liquidation risk; stake $ANA for real yield from fees, and mint NIRV credit when you need liquidity. I like the simplicity: code sets the rules, not vibes. If you’ve looked at AVM mechanics, where would you poke holes? Which part of the floor raise (fees vs recalibration) feels least obvious? Drop questions/criticisms and let’s unpack it together.