Vibe Code Rescue

Get your AI-built product unstuck, stabilized, and back on track.

Vibe Code Rescue is a hands-on engagement for founders and teams who used AI to move fast, and now have a codebase that mostly works but feels fragile, confusing, or hard to extend. I help you turn vibe-coded prototypes into a system you can trust, evolve, and ship with confidence.

This is not a rewrite for the sake of purity. It is targeted intervention to restore momentum without killing speed.

What Vibe Code Rescue Is

Vibe Code Rescue is a hands-on technical and product leadership engagement focused on diagnosis, stabilization, and direction. I step into your existing codebase, understand what is actually happening, and help you clean up the parts that matter most.

Together we turn an AI-assisted prototype into a maintainable product by clarifying architecture, tightening feedback loops, and reducing the risk that every change breaks something unexpected.

Typical outcomes include:

• Understand what your system really does and why it behaves the way it does
• Reduce bugs, regressions, and surprising side effects
• Establish clear boundaries and structures in the codebase
• Restore confidence to ship changes without fear
• Create a path forward that balances speed with sanity
• Decide what to fix now, what to defer, and what to leave alone

This is a rescue, not a reset. The goal is to preserve what works, repair what does not, and give you a foundation you can keep building on.

How It Works

1. Codebase Triage & Reality Check
   Review the existing system to identify risk areas, hidden complexity, and structural bottlenecks. Clarify what is brittle versus what is stable.

2. Stabilization & Cleanup
   Address the highest-leverage issues first. This may include refactoring critical paths, adding guardrails, improving data flow, or introducing minimal tests where they matter most.

3. Architecture & Decision Clarity
   Document how the system works today, define clear boundaries, and ingrain architectural principles so future AI-assisted changes do not erode quality.

4. Forward Plan or Embedded Support
   Deliver a clear plan for continued development or stay embedded to help execute the next phase with confidence.

What You Get

When you work with Vibe Code Rescue, you receive:

• A stabilized codebase with reduced fragility
• Clear explanations of how your system works and where risks remain
• Targeted refactors that improve reliability without slowing momentum
• Documentation of key flows, decisions, and constraints
• Guardrails and patterns that make future AI-assisted coding safer
• A prioritized roadmap for continued cleanup and development

Why Work With Me

Vibe Code Rescue is designed for founders who value speed but refuse to live with constant anxiety about their product.

• Pragmatic, not dogmatic: I focus on leverage, not theoretical perfection.
• AI-literate engineering: I understand how vibe coding fails and how to work with AI safely rather than banning it.
• Founder-level judgment: You get clear trade-offs, not endless options.
• Momentum-first mindset: Fix what blocks progress and ignore what does not matter yet.
• Calm in complexity: I specialize in entering messy systems and making them understandable again.

You keep moving fast, just with fewer surprises.

Flexible Engagement Model

Vibe Code Rescue adapts to where you are now and where you need to go next.

• Short, focused rescue engagements or ongoing embedded support
• Scope driven by risk reduction and clarity, not line counts
• Designed for solo founders, small teams, and early-stage startups
• Compatible with continued AI-assisted development
• Outcome-focused: stability, confidence, and forward momentum

Next Steps

If your product works but feels fragile, confusing, or one bad prompt away from disaster, let’s talk. Schedule a short discovery call to walk through your situation and see whether Vibe Code Rescue is the right fit.