Reviewing a pull request often means moving between code, issue discussions and messages. Developers spend time gathering context before they can judge the change.
Coral’s 2025 agent examples explored how to connect those steps: one agent gathers information, another explains the changes, and a voice agent lets a developer ask follow-up questions.
Give each agent a useful job
Gather the information
The AciDev agent connects to services such as GitHub and Gmail through Aci.dev. Other agents can ask it for the records they need instead of asking a developer to collect them.
Make the changes easier to review
The GitHub Diff agent summarises pull requests and commits. It helps a reviewer find the changes that need attention before reading the code in detail.
Ask a follow-up
The voice agent takes a spoken request, asks the relevant agents for help and returns a spoken response. A developer can ask about a change without starting a separate investigation in another tool.
Connect the steps
A developer could ask for a pull-request summary, question a change and use the findings to prepare a message for the team. Coral provides the communication between the agents so the developer can stay with the review.
These open-source examples give engineering teams starting points for workflows that combine their own tools and agents.
For your engineering team
Explore the AciDev agent, GitHub Diff agent and voice agent. The application integration guide covers connecting agents to your software.