Vibe Coding Rescue & Stabilize

What this service is

Rescue & Stabilize is for AI prototypes that work in demos but fail in real usage. We diagnose the issues, fix reliability gaps, and re-architect where needed to make the feature stable in production.

Who it is for

• Teams with an AI demo that breaks under real user traffic
• Products with unreliable outputs or inconsistent agent behavior
• Founders who need their prototype production-ready fast

Use cases

• An AI assistant that hallucinates or gives inconsistent answers
• Automation flows that fail on edge cases
• Agent workflows that time out or loop

Our offer

• Rapid audit of the current prototype
• Reliability fixes, guardrails, and improved data flow
• Clear release readiness checklist and final handoff

Recommendation

Prioritize stability before adding new features. Reliability builds user trust and reduces long-term cost.

Quick Task (starts after confirmation)

If your fix is contained 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.

• Fix a broken prompt or tool call
• Add a simple fallback or guardrail
• Clean up an agent response format
• Patch a small failing automation step
• Update a validation rule