Code Migration Autopilot

Bring your old dusty side-projects into the Agentic Era … 🚀 Autonomous refactoring from legacy frameworks to modern architecture that Coding LLMs love.

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Gemini Integration

Code Migration Autopilot leverages the cutting-edge capabilities of Gemini 3 models to function not just as a code generator, but as an intelligent, reasoning autonomous agent.

Core Features Used

  • Reasoning with "Thinking Mode": We utilize gemini-3-pro-preview with configured Thinking Budgets (1024-2048 tokens) for complex cognitive tasks. This allows the system to deeply analyze repository structures, infer architectural patterns from file names, and plan a comprehensive migration strategy before writing a single line of code.
  • High-Speed Code Synthesis: For the bulk generation of Next.js components, we deploy gemini-3-flash-preview. Its superior speed and expanded context window allow us to feed it large chunks of legacy source context, ensuring the new TypeScript code creates faithful reproductions of logic while adopting modern patterns.
  • Visual Architecture Generation: Beyond text, we use gemini-3-pro-image-preview to visualize the legacy system. The agent reads the codebase and hallucinates a whiteboard-style architecture diagram, giving users an instant visual mental model of what is being migrated.
  • Self-Correction: The "Verifier" agent uses Gemini 3 Pro to review its own output, checking for type safety and compilation errors, ensuring a higher success rate than standard "fire and forget" LLM coding.

By combining the reasoning depth of Pro for planning and the speed of Flash for execution, Code Migration Autopilot demonstrates a full-stack agentic workflow.

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