Evaluating coding agent quality in CI (EXPLAINED)
Treat agent models/prompts/tools like dependencies.
TL;DR — Quick Answer
Curate golden tasks with golden patches/tests, run agents in sandboxes on a schedule, score by tests passed + diff quality + cost, and gate agent upgrades on no regression.
The Interview Question
How would you build a continuous evaluation suite for Claude Code / Cursor / Codex-style agents on your private codebase?
Deep Explanation
Treat agent models/prompts/tools like dependencies.
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ObservabilityEvaluationCoding AgentsOpenAIAnthropicMicrosoft