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Understand the metrics, models, and methods behind modern engineering. Clear definitions, practical examples, and a closer look at what the numbers actually mean.
Terms beginning with U
17 termsUncached token
Uncached token is an input token processed without a reusable cache hit. It gives teams a way to name, measure, or reason about an economic property of an AI workload without treating raw usage as proof of value.
Token costs and AI ROIUnderfitting
Underfitting is a language-model concept about mechanism and information flow. It names a mechanism, representation, training practice, or operational behavior that can change how an AI system processes input and produces output.
LLM fundamentalsUnified model API
Unified model API is a model-routing or gateway concept used to manage interface consistency for AI requests. It describes a distinct decision, control, interface, or observation point between an application and one or more model providers.
Model routing and gatewaysUnique identifier
Unique identifier distinguishes an event, entity, or work item in scope.
Engineering analyticsUnit of analysis
Unit of analysis is a statistical or measurement concept used to describe, compare, or interpret engineering data. Its meaning depends on the unit of analysis, data-generating process, and question being asked.
Measurement and experimentationUnit of measure
Unit of measure states what a metric value represents.
Engineering analyticsUnit testing
Unit testing is the practice of checking a small, replaceable part of a program in isolation from its collaborators. A unit test usually supplies controlled inputs, observes behavior, and compares the result with an expected outcome.
Code quality and technical debtUnplanned work
Unplanned work is a developer productivity concept that helps teams understand unplanned work in the context of software delivery.
Developer productivityUnplanned work rate
Unplanned work rate is a developer productivity concept that helps teams understand unplanned work rate in the context of software delivery.
Developer productivityUpstream dependency
Upstream dependency is a concept used in software delivery planning to describe a condition, relationship, estimate, or decision about engineering work.
Flow and capacity planningUrgency
Urgency is a concept used in software delivery planning to describe a condition, relationship, estimate, or decision about engineering work.
Flow and capacity planningUsability debt
Usability debt is a software maintenance concern describing a condition that can make future changes, verification, operation, or ownership harder. Its practical importance depends on supported behavior, rate of change, and the consequences of delay.
Code quality and technical debtUsability testing
Usability testing is a software testing or test-design practice used to gather evidence about a defined risk, behavior, boundary, or operating condition. It makes the question under test explicit, identifies the inputs and observations that matter, and gives a team a repeatable basis for deciding whether the result is acceptable.
Code quality and technical debtUsage normalization
Usage normalization is a model-routing or gateway concept used to manage interface consistency for AI requests. It describes a distinct decision, control, interface, or observation point between an application and one or more model providers.
Model routing and gatewaysUse case testing
Use case testing is a software testing or test-design practice used to gather evidence about a defined risk, behavior, boundary, or operating condition. It makes the question under test explicit, identifies the inputs and observations that matter, and gives a team a repeatable basis for deciding whether the result is acceptable.
Code quality and technical debtUser research
User research is a way to organize, support, or evaluate software work so that teams can make useful progress with less avoidable friction. It is most valuable when connected to a concrete outcome and the local conditions of the team using it.
Developer productivityUser-visible error
User-visible error is a reliability concept used to describe a specific condition, control, or decision in the operation of software services.
Reliability and observability