Equation 10 · Building a Custom Evaluation Suite for a Production Agent
What does this equation mean?
Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
Read it piece by piece
Symbol c_1
is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
subscript
The lower label selects a particular version, component, or indexed member of the quantity. For example, x₀ and xₜ can be values at different positions.
How to interpret it
Read this expression with the definitions, units, and assumptions supplied by the article.
What the article says around this equation
The practical answer most teams converge on is a tiered budget, and it is worth writing the tiering down as an explicit equation rather than an implicit habit, because an implicit habit is what quietly erodes into “we stopped running the full suite” a few months in. If every merge triggers a cheap smoke tier of tasks at unit cost , run times a day, and a slower, more thorough tier of tasks at unit cost , run only times a day, the daily evaluation bill is simply
Sources cited in the article section
- [11] Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation ↗
- [10] AI Agents That Matter ↗
- [7] How to build continuous evaluation for AI agents with trace classifications ↗
These citations give research context. Read each source to check which claims it supports.
Return to Building a Custom Evaluation Suite for a Production Agent