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KushoAI

Autonomous test and fix agents in CI

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What KushoAI is

KushoAI is an AI-native platform for software maintenance. It runs autonomous agents inside CI/CD that build and maintain test suites, propose fixes and monitor quality as the codebase changes.

What you can do with it

  • Generate and update tests automatically
  • Let agents propose fixes
  • Monitor regressions continuously
  • Start from a low-risk module

Who it is for

  • Engineering teams with regression risk
  • QA and platform teams
  • Product development organisations

What to watch out for

  • Generated tests and fixes need engineer review before reaching the main branch
  • Set repository permissions, allowed modification scope, test standards and approval flow first
  • Autonomous fixes in CI can surprise you without tight limits
  • CI costs grow with agent activity

Pros & cons

✓ What we like

  • Continuous test maintenance
  • Fix proposals included
  • Pilot-friendly scope

! What to watch out for

  • Fixes need approval
  • Permissions to set carefully
  • CI cost impact

FAQ

Can it fix code automatically?

It provides fix capabilities, but engineers must review before merging.

Is it safe on production repositories?

Start with low-risk modules and expand only after review.

What boundaries matter most?

Repository permissions, allowed scope, test standards and manual approval.

Last reviewed: 2026-09-17

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