AI-Assisted Code Review

AI-generated code increases the volume of changes to review, and AI tools can also help with the review itself. In this workshop you learn what automated reviewers do well, where they miss problems, and how to combine them with human judgement. You build a review checklist and a workflow that fit your team and your Pull Request process.

Request without obligation

Deutsche Version

Duration
half day
Level
Intermediate
Format
Remote or on-site, English or German
Group size
Up to 12 participants per trainer

Who it is for

  • Developers and reviewers handling more Pull Requests
  • Tech leads responsible for code quality
  • Teams introducing agent-generated changes

What your team will be able to do

  • Review agent-written code with a structured checklist
  • Use AI assistants to summarise changes and surface risks
  • Judge the limits of automated review findings
  • Define what must always be checked by a human
  • Integrate review support into your Pull Request workflow

Agenda

  1. The review problemWhy agent-generated changes shift the bottleneck from writing to reviewing.
  2. Reading agent diffsCommon patterns such as over-engineering, hidden behaviour changes and fabricated dependencies.
  3. AI as review assistantUsing agents to summarise, explain and challenge a change, and evaluating the quality of their findings.
  4. Building your checklistParticipants draft a team checklist covering logic, tests, security and maintainability.
  5. Workflow integrationWhere automated and human review fit in your Pull Request process.

Prerequisites

  • Regular code review experience
  • Familiarity with Pull Requests on a Git platform
  • Access to a coding agent is helpful but not required

Why apprat.io workshops

  • Taught by practising AI Code Engineers
  • Your repositories or a sandbox project
  • AI speed, human responsibility: review, security and governance included
  • ISO 9001 & ISO/IEC 27001 certified processes
  • Follow-up office hours after 30 days

Request without obligation

Tell us about your team and goals. We reply within one business day with a tailored agenda and a quote – free and without obligation.

24/7 call support in English & German:
+49 761 519 751 50

Frequently asked questions

Will AI reviewers replace human reviewers?

No. They can support reviews, but accountability stays with people, which is the core idea behind our approach.

Which platform does this apply to?

The concepts are platform independent. We adapt the workflow to the Git platform you use.

Do we review our own code?

If you agree, we use real Pull Requests from your repository, otherwise we provide prepared examples.

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