Back in December, we introduced Conductor, an extension for the Gemini CLI. This tool was designed to bring context-driven development directly to your terminal. By shifting project details from temporary chat logs to version-controlled markdown files, Conductor has helped developers worldwide plan more effectively before they build.
Takeaways 🚀
✅Conductor simplifies project planning.
✅Automated Reviews ensure code quality.
✅Validates compliance with project guidelines.
✅Detects vulnerabilities before merging.
✅Enhances AI-driven development workflows.
Now, Conductor is taking things a step further. With the launch of Automated Reviews, developers can make AI-assisted development not only safer but also more predictable and reliable. This new feature adds a crucial “verify” step to the development process, ensuring that your code meets quality standards and aligns with project goals.
What is Automated Reviews?
To begin with, Automated Reviews generates detailed post-implementation reports. These reports help developers validate their code, ensuring it adheres to quality standards and project guidelines. As a result, teams can catch potential issues early and maintain high standards throughout the development lifecycle.
Key Features of Automated Reviews:
- Code Review: First and foremost, Conductor acts as a peer reviewer. It analyzes your code for issues such as race conditions, null pointer risks, and logic errors that could lead to runtime problems.
- Plan Compliance: Additionally, it checks your code against project plans like
plan.mdandspec.md. This ensures that all roadmap steps are followed and no critical requirements are overlooked. - Guideline Enforcement: Furthermore, Conductor verifies that your code adheres to your project’s style guides and any custom guidelines created during the planning phase.
- Test-Suite Validation: Moreover, it integrates your test suite into the review process. By running unit and integration tests automatically, it includes results and coverage data in the final report.
- Basic Security Review: Finally, Conductor scans for vulnerabilities. It flags high-risk issues such as hardcoded API keys, PII leaks, and unsafe input handling, helping you address security concerns before merging code.
Why Automated Reviews Matter
The insights from Automated Reviews are designed to be actionable. For instance, findings are categorized by severity—High, Medium, or Low—making it easy to prioritize fixes. Additionally, developers receive specific file paths and clear instructions to address issues. This ensures that AI-driven development remains supervised, with developers maintaining control over architecture and quality.
How to Get Started with Conductor
If you’re ready to try Conductor, getting started is simple. You can install the extension today by visiting the GitHub repository or running the following command:
gemini extensions install https://github.com/gemini-cli-extensions/conductor
In conclusion, Conductor continues to evolve, making AI-assisted development safer, more reliable, and architecturally sound. With features like Automated Reviews, it ensures your code is secure, compliant, and aligned with your project goals. It’s a smarter, more efficient way to develop with AI.

