Notes on stocks and crypto, from the original sources

Financial statements, market structure, and how blockchains actually work—explained with worked examples, sources, and limits.

Recent posts

CRYPTO5 min read

How to review smart-contract upgrade keys and timelocks

Who can change code in upgradeable smart contracts, how much reaction time multisigs and timelocks give users, and when emergency powers or slow withdrawals erase that time, with a comparison table and checks.

CRYPTO5 min read

Light clients and the trust placed in an RPC provider

How wallets get blockchain data through full nodes, light clients, or RPC providers, what each verifies and what each must trust, and what can go wrong when the data is false, with a comparison table.

STOCKS4 min read

How to read bank loan-loss allowances and credit quality

How a bank's allowance for credit losses reflects expected losses, how delinquency and nonperforming loans relate to reserve coverage, and how provisions hit earnings, with a hypothetical bank table.

CRYPTO5 min read

Bitcoin UTXOs and account-based balance models

How Bitcoin's UTXO model and Ethereum's account model record balances differently, how UTXO selection and change outputs work, and why Bitcoin fees depend on transaction size, with a worked transaction.

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