Practical Lessons Learned Using Claude Code to Automate Integrations
4 days ago
- #Claude Code
- #AI Automation
- #Integration Development
- Fixify explored using Claude Code to automate integrations end-to-end, aiming for 'zero-shot' integration development without human intervention.
- The team built their own Integration SDK for better control over onboarding, permissions, and other critical aspects, providing a structured foundation for Claude Code.
- Sub-agents in Claude Code were a game-changer, allowing specialization in tasks like API architecture, skill development, testing, and health checks.
- Key lessons include treating sub-agents as living documentation, using reflection to improve agent guidance, and grounding agents in curated, structured truth to reduce hallucinations.
- While full autonomy wasn't achieved, the process significantly improved the ability to build high-quality integrations quickly, enhancing Fixify's service capabilities.