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Changelog

Implementation Recommendations: Let AI pick the best implementation

When multiple agents work on the same ticket, the Implementation Recommendations feature automatically compares their work and recommends the best one.

Superconductor Team·

When you run multiple agents on the same ticket, figuring out which implementation is best used to mean reviewing every diff yourself. The Implementation Recommendations feature changes that by automatically evaluating all completed implementations and recommending the strongest one.

Implementation Recommendations showing a recommended implementation with reasoning

How it works:

  • Each implementation is evaluated independently when it finishes
  • Once all evaluations complete, a review agent compares the results
  • The best implementation is highlighted with a recommendation and detailed reasoning

Implementation Recommendations evaluate implementations on:

  • Feature completeness — Did the agent fully implement the ticket requirements?
  • Code quality — Test coverage, linter compliance, code style
  • Correctness — Do tests pass and does the implementation run without errors?

The recommendation runs on Superconductor's infrastructure using our own API key — no additional credentials needed on your end. If you launch more implementations later, the existing recommendation is marked as outdated and a new recommendation kicks off automatically.

Implementation Recommendations are currently in private beta. Email us to get them enabled for your project.

Have feedback or ideas? Let us know!