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Technical debt describes the shortcuts and compromises made to ship quickly, which then raise maintenance costs in later iterations. Regular refactoring and a healthy layer of automated tests are the usual ways to keep that debt from compounding.

Accessibility work focuses on making a site parse correctly for assistive technology such as screen readers. Writing descriptive alternative text for images, maintaining sufficient contrast, and using a semantic heading hierarchy are among the most common improvements.

Crypto wallets fall into two broad categories: custodial and non-custodial. A custodial wallet is operated by a service that holds the private keys on the user's behalf, which is convenient but requires trusting that operator. A non-custodial wallet returns control of the keys to the user, which removes counterparty risk but also means that a lost recovery phrase cannot be restored by anyone.

Bitcoin was introduced in 2009 and became the first widely adopted decentralized digital currency. Its supply is capped at twenty-one million coins, and the network is secured through a proof-of-work mechanism. Because transfers do not require a bank or clearing house in the middle, cross-border payments can settle in minutes rather than business days, although confirmation times still vary with network load.

The logic behind diversification is to reduce the impact of any single asset's volatility on a portfolio. When the correlations between holdings are low, the overall volatility of the combined position is lower than the weighted average of the individual volatilities, an effect known as the diversification benefit.