How Stellar turned Claude Code into an engineering advantage

The challenge

Stellar's engineers were balancing two major priorities at once: supporting legacy systems while investing in the architecture of the next platform. The team already had strong technical capability and had begun exploring AI-assisted development, but needed a clearer framework for using Claude Code effectively across migration, documentation, testing, and collaborative development.

Leadership also wanted the benefits of consistency: shared tools, shared patterns, and shared expectations across the team.

What Eventum did

Eventum delivered a workshop and enablement program focused on production-ready use of Claude Code:

• Shared AI-assisted development patterns
• Legacy migration strategies tied to real engineering work
• Human-in-the-loop review and validation practices
• MCP, testing, and tooling workflows
• Follow-up Q&A sessions to help the team solve real implementation issues

Eventum also supported codebase documentation efforts so the team could better understand key parts of the existing system while preparing for migration into the new platform.

Outcome

The result was a step change in how Stellar's team applied AI in software development. Rather than using Claude Code as an isolated productivity tool, the team began using it as part of a more unified engineering workflow.

That gave Stellar a stronger, more reliable foundation for its transition and positioned the team to stay ahead of the curve, using AI as a dependable force multiplier in day-to-day development.