AIPR & CI/CD

    How do you test AI-generated code?

    AI coding tools ship faster but don't always see the cross-cutting effects of a change, so bugs accumulate faster too. QA.tech adds the quality layer: connect it via MCP and your coding agent (Claude Code, Cursor, Codex or Continue) can trigger tests, read results, and fix issues – an agentic feedback loop for AI-built features. The `qatech init` command generates Claude Code subagent and skill files directly in your repo, so the build-test-fix loop is usable immediately.

    Sub-use-cases

    Covers MCP-triggered test runs, agentic build-test-fix loop, QA for vibe-coded apps, catching emergent cross-cutting bugs and QA as a node in an agentic SDLC.

    1. 01

      What this protects against

      Cross-application regressions from AI changes, an automated build → test → fix loop, and QA as a composable agent in an AI-native pipeline.

    2. 02

      How does the build-test-fix loop work?

      Via the MCP integration, a coding agent calls QA.tech to test a new feature, receives structured results, and acts on them – closing the loop with little or no human step.

    3. 03

      When to add a quality layer for AI code

      When AI tools generate a meaningful share of your code and you need a systematic quality gate.

    4. 04

      Who needs QA for AI-generated code

      AI-native teams on Lovable, Cursor, Claude Code, and platform teams building agentic pipelines.

    5. 05

      How QA.tech helps

      The risk with AI code isn't that it looks wrong – it's the unseen effects elsewhere. QA.tech catches those emergent, cross-cutting bugs and plugs into the agent loop via MCP.

    FAQ

    Common questions

    What is MCP and why does it matter here?
    It lets coding agents talk to QA.tech directly – triggering runs and reading results inside their own workflow.
    Which coding agents are supported?
    Claude Code, Cursor, Codex and Continue.
    Does this replace human review?
    It automates the test-and-fix loop; humans still own judgment and sign-off.

    Related use cases

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    Your code ships daily. Can your testing keep up?

    QA.tech agents test your product autonomously, so moving fast never means shipping broken. See it run on your own app in a 30-minute demo.

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