
Liquidity: read beyond the headline price
The relationship between market depth, spreads and price discovery.
Explore market structure, execution and operational infrastructure through connected lessons, worked examples and questions you can take into a professional conversation.

The relationship between market depth, spreads and price discovery.

A closer look at the decisions around a digital asset trade.

How data, systems and workflows shape a trading environment.
Understand spreads and depth through a worked order-book example, then check what the numbers do and do not tell you.
Read the chapterCompare completed and partial outcomes, trace the order lifecycle and build a more useful execution review.
Read the chapterUse a timeout scenario to understand message states, ownership and operational recovery.
Read the chapterPractise explaining an example clearly, separating assumptions from results, and describing how you would investigate an unknown outcome.
Use each chapter to identify the market context, execution constraints and operational questions your enquiry should cover.
Start with liquidity, continue to execution and finish with infrastructure. Each chapter includes an expandable answer to check your reasoning.
Understand the relationship between network participation, validator operation and staked assets.
Read the topicExamine short-horizon transactions through market liquidity, order execution and operational discipline.
Read the topicRead the contract first: underlying exposure, exercise rights, expiry and settlement terms.
Read the topicUnderstand the asset, valuation basis and responsibilities behind a collateral arrangement.
Read the topicConnect an understanding of the business with financial statements, valuation assumptions and ownership exposure.
Read the topicA node participates in network data processes. A validator has protocol-specific consensus duties. Staking describes assets committed under applicable network rules; the three concepts should not be treated as synonyms.
A quote describes offered terms at a moment in time. Execution is the actual completion of a transaction under an instruction. A quote alone is not a completed result.
An asset’s use as collateral and the ownership rights associated with it are separate questions. Understand the actual arrangement, control and release terms.
A fact has a verifiable source; an estimate depends on a method; a scenario asks what would happen under stated assumptions. Label them clearly when communicating.