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Use case · Coding assistance

Route the code problem to a model built for the job.

AINA detects software work and can select a compatible Specialist model, while still allowing manual choice across eligible general models.

01

Useful coding tasks

Provide the language, runtime, expected behavior, exact error, relevant code, and constraints.

  • Debugging
  • Code explanation
  • Architecture review
  • Test design
02

Specialist routing

Code signals can route Smart Select toward Grok Build or another eligible high-quality model with sufficient credits and context.

  • Task-fit bonus
  • Structured output support
  • Fallback to capable general models
  • No AINA Code product claim
03

Run and review the result

AI-generated code can be insecure or wrong. Test it, inspect dependencies, and review changes before deployment.

  • Security review
  • Automated tests
  • Dependency checks
  • Human approval

Try the workflow in AINA.

Start free with 100 monthly credits.

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