Vibe Coding Check as a Service
Rapid development meets engineering discipline. We validate your code, architecture, and AI-generated systems so you can move fast without breaking your future.
Why fast code needs strong foundations
Modern teams ship fast using AI and rapid experimentation, but without structure this speed creates hidden risks we transform velocity into sustainable engineering so innovation stays strong without sacrificing quality.
Key outcomes
Sustainable Speed: Keep shipping quickly without accumulating technical debt that slows you down later.
Architecture Confidence: We validate structure, dependencies, and design patterns to ensure your system can scale.
Production-Ready Quality: Security, performance, and maintainability are reviewed before issues reach customers.
AI & Automation Safe-Use: We evaluate AI-generated and automated code to ensure it meets engineering standards.
How we deliver
Discover & align
Clarify goals, constraints, and success metrics with stakeholders; shape a realistic roadmap.
Build & integrate
Design architecture, implement features, and connect to your existing stack with fast feedback loops.
Stabilize & ship
Harden for scale, security, and performance, run QA, and guide rollout with documentation.
Get clarity on your technical challenges
What’s in the review
Codebase assessment
Architecture, patterns, and dependencies evaluated for stability and clarity.
Performance & reliability
Profiling, error tracing, and resiliency checks to avoid regressions under load.
Security & compliance
Secure coding practices, auth flows, and data handling reviewed to reduce risk.
Delivery coaching
Actionable recommendations, prioritization, and pairing to uplift the team fast.
Price, deliverables and scope
- Price
- Fixed fee, on request
- Turnaround
- Agreed before we start
- You get
- Written findings + prioritised fixes
What you get
- Written findings on structure, dependencies and maintainability
- Reliability and performance risks, with evidence
- Security concerns found within the agreed scope
- A prioritised list of fixes, from urgent to nice-to-have
- A walkthrough session with your team
What we need from you
- Read access to the code repository
- A short description of what the software does and who uses it
- How it is deployed, if you know
- The questions you want answered
Scope limits
- Not a penetration test or full security audit
- Not a guarantee that every defect has been found
- We review the code; we do not fix it during the review
- The scope is agreed before we start
After delivery
- Your team works through the fixes, with the report as a guide
- Or we carry out the fixes as a separately quoted project
- Or, for software already in production, move into a support plan
Software already in production and changing hands? The software assessment also covers hosting, operations and handover risks.