Vibe Coding Audit & QA

What this service is

Audit & QA validates your AI feature before launch. We test outputs, review prompts and tools, verify data handling, and document risks and mitigations.

Who it is for

• Teams preparing to launch AI features in production
• Products where reliability and safety matter
• Founders who want an independent quality check

Use cases

• QA for an AI assistant or agent workflow
• Prompt output validation and bias checks
• Security and data flow review

Our offer

• QA plan and test checklist
• Prompt/tool review and risk assessment
• Go/no-go recommendation

Recommendation

Run an audit before scaling user access. It prevents incidents and builds trust.

Quick Task (starts after confirmation)

If the check is small and under an hour, we can start as a Quick Task.

Start a Quick Task: Go to Pricing

Acceptable tasks without confirmation (≤ 1 hour)

Any related work that can be done within an hour.

• Review a single prompt and outputs
• Validate one tool call flow
• Quick scan for obvious data leakage
• Add a simple response guardrail
• Validate one critical user journey