Essays

Prompts were the app layer. Context is turning into the platform layer, and it is starting to look like a database problem. Why context management will separate AI products as models become interchangeable.

For two years everyone asked which model is smartest. The real question is becoming who remembers you best, and that is much harder to switch away from.

SPL delegation allows one delegate per token account, which quietly made recurring payments impossible. The new PDA model fixes that for SaaS, memberships, and AI agents.

The best cross-chain UX makes the chains disappear while staying easy to inspect. Notes from the beta, and what really happens under the hood.

A step-by-step guide to delegated USDC approvals that make recurring billing work without holding user keys.

Tokenized private equity is quietly becoming real. What SpaceX shares on Solana suggest about where markets go next.

It is not a design choice. It is account locking, compute limits, and the transaction model. Why AMMs win on Solana and how perps actually work.

Solana's transaction pipeline was built to be fast, not predictable. The new execution stack is changing which of those wins.

Every failed transaction has a budget story behind it. What compute units actually meter, and why they decide whether you land.

EigenDA and optimistic rollups explained as one system. Who orders transactions, who stores the data, who watches, and what happens when someone lies.

From Bitcoin's genesis block to global settlement. What it takes for digital money to earn trust.

Most exploits reuse the same handful of mistakes. A field guide to the checks that stop them.

Simulation is the difference between guessing and knowing. Handling both legacy and versioned transactions.

Blinks turn any URL into a transaction. What they are, how they resolve, and why they matter for distribution.