CCA Prep Studio
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Task 4.6 · Domain 4: Prompt Engineering & Structured Output

Multi-instance and multi-pass review

A model reviewing code it just wrote still holds the reasoning that produced it, so it tends to confirm rather than challenge its own decisions. An independent instance with no generation context catches more. For large reviews, splitting the work into per-file passes plus a cross-file pass keeps attention consistent and catches integration bugs.

Updated 10-20-2026 · Official guide §6, Task 4.6

Key points

  • Self-review limitation: the generating session retains its reasoning context and is less likely to question its decisions.
  • Independent review instances catch subtle issues better than self-review instructions or extended thinking.
  • Multi-pass review: per-file passes for local issues, plus a cross-file integration pass for data flow between modules.
  • Single-pass review of many files causes attention dilution and contradictory findings.
  • A verification pass with self-reported confidence per finding enables calibrated routing to humans.

Skills the exam expects

  • Review generated code with a second Claude instance that lacks the generator's reasoning.
  • Split large multi-file reviews into focused per-file passes and a separate integration pass.
  • Run verification passes that attach confidence to each finding for review routing.

Common misconceptions

  • "Telling the same session to be its own harshest critic is as good as a second reviewer." Independence, not wording, is what helps.
  • "A bigger context window fixes uneven review depth." Attention, not capacity, is the problem.
  • "Per-file passes catch everything." Integration bugs live between files.

Watch for

  • Generate-then-review inside one session.
  • Consensus filters that drop findings caught only intermittently.
  • Severity used as a stand-in for confidence when routing review.

Practice task 4.6

55 practice items cover this task in CCA Prep Studio: flashcards, matching, scenario questions and explain-it-back exercises, each tracked toward your mastery score.

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