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A coding assistant proposes an inline completion without editing files. Which tool category best describes that action?

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  1. A coding assistant proposes an inline completion without editing files. Which tool category best describes that action?
    • An autonomous agent that has changed the repository
    • A production deployment system
    • A test suite that has validated behavior
    • A suggestion tool that proposes text for a developer to review
  2. An agent can run shell commands and edit files. Which safeguard follows from the guide?
    • Give it unrestricted access because it can plan
    • Set clear boundaries and inspect observable actions before consequential changes
    • Hide command output to reduce distraction
    • Let it publish changes without review
  3. Why does providing repository conventions and relevant files help a coding tool?
    • It guarantees the code compiles
    • It expands the model’s training data permanently
    • It gives the tool project-specific context it otherwise may not see
    • It removes the need to review changes
  4. A code change compiles, but the diff overwrites a user’s existing work. Which check would have helped?
    • Inspect the diff and preserve existing changes before applying edits
    • Increase model temperature
    • Ask for more generated lines
    • Skip tests to reduce runtime
  5. How should a team measure whether a coding assistant improves delivery?
    • Count generated lines alone
    • Measure only first-draft speed
    • Use the assistant’s confidence score
    • Include review time, regressions, maintainability and final quality
  6. Why keep API keys out of prompts sent to a coding service?
    • The key will make code compile too quickly
    • API keys cannot be stored as text
    • Prompts or generated files may expose sensitive information outside intended control
    • The tool cannot read a prompt
  7. A coding model suggests an unfamiliar library function. What is the most reliable next step?
    • Assume the function exists because it sounds plausible
    • Check the official documentation for the project’s library version
    • Copy it into production immediately
    • Ask the same model to repeat the answer
  8. Which approach best evaluates a coding tool on a new repository?
    • Test representative tasks against local conventions and current framework versions
    • Use a generic programming benchmark only
    • Measure only how quickly it responds
    • Let it change production code without observation