Case Study - Claude Code Manager for Automated Development
Sandboxed Docker environments where Claude Code agents automatically resolve Jira and GitHub tickets and generate pull requests.
- Client
- AI Developer Agent
- Year
- Service
- AI DevOps, Container Orchestration, CI/CD Automation
Overview
Software teams accumulate backlogs of straightforward but time-consuming tasks: updating dependencies, fixing minor bugs, implementing small features, and improving test coverage.
The AI Developer Agent platform connects directly to Jira and GitHub, automatically claiming eligible tickets and spinning up sandboxed Docker environments for each task.
Claude Code agents clone repositories, analyze codebases, implement solutions, run tests, and submit pull requests—all within secure, isolated containers. Each PR includes implementation details, test results, and links back to the original ticket.
Human developers review and merge PRs as usual, maintaining code quality while the agents handle high-volume routine work.
Security is paramount: agents operate in ephemeral containers with network restrictions, credential isolation, and full audit trails.
What we did
- Docker Container Orchestration
- Claude Code Integration
- Jira API Integration
- GitHub Actions Automation
- Security Sandboxing
- Audit Trail System
- Ticket resolution speed increase
- 45%
- Tickets automated per month
- 300+
- PR acceptance rate
- 88%
- Developer time freed
- 35%