Cloud-based agents enable browser-integrated coding without local setup, delegating tasks to remote AI in isolated environments.
Key Features#
- Task Delegation: Connect repositories (e.g., GitHub), describe needs; AI implements code, tests, and creates PRs.
- Parallel Execution: Run multiple tasks across repos simultaneously with real-time progress tracking and user steering.
- Workflow Integration: Handles bug fixes, routine tasks, backend changes; supports test-driven development.
- Mobile Access: Use via apps for on-the-go coding exploration.
- Security: Sandboxed execution with network/filesystem restrictions; secure proxies for Git; custom domain allowlisting.
Agnostic Implementation#
Use APIs from providers offering cloud agents:
- Connect via OAuth to repos.
- Send tasks with context (e.g., "Fix bug in auth module").
- Monitor via webhooks; approve PRs automatically.
Example: Automate backlog triage—AI scans issues, proposes fixes, submits PRs.
Benefits: Reduces setup overhead; scales for teams; maintains isolation.
Best Practices#
- Start with well-defined tasks; iterate prompts.
- Review outputs; use for non-critical code first.
- Ensure compliance: Audit logs, permission scopes.