Lesson 1405 of 2116
Deterministic Replay With Tool Mocks for Agent Tests
Build a mock harness that lets you replay agent runs deterministically in CI.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The premise
- 2mock tools
- 3deterministic test
- 4replay harness
Concept cluster
Terms to connect while reading
Section 1
The premise
Real tool calls in tests are flaky and expensive — mock harnesses keep agent tests fast and stable.
What AI does well here
- Record real tool responses for use as mocks.
- Replay against a fixed seed for stable runs.
- Allow override of specific calls for what-if analysis.
What AI cannot do
- Catch issues caused by real tool changes after recording.
- Eliminate model nondeterminism without seed control.
Key terms in this lesson
End-of-lesson quiz
Check what stuck
15 questions · Score saves to your progress.
Tutor
Curious about “Deterministic Replay With Tool Mocks for Agent Tests”?
Ask anything about this lesson. I’ll answer using just what you’re reading — short, friendly, grounded.
Progress saved locally in this browser. Sign in to sync across devices.
Related lessons
Keep going
Creators · 48 min
Computer Use API: Letting AI Click Through GUIs
Computer Use lets Claude see your screen and use it — mouse, keyboard, apps. The capability is real, the gotchas are real. A hands-on look at what works in 2026.
Creators · 45 min
Browser Agents: Capabilities and Pitfalls
Browser agents — Operator, Atlas, Browser Use, MultiOn — are the most visible agent category. The capability is genuine, the failure modes are specific. Build with eyes open.
Creators · 75 min
Capstone: Build and Ship a Real Agent
Everything comes together. Design, code, test, secure, and ship a production-quality agent with open-source code you can fork today.
