AI-Native Engineering.
From architecture assessment to full-scale AI-native development. We apply spec-driven methodology and senior oversight to every engagement.
AI-Generated Code Assessment
A rigorous architectural review of AI-generated codebases. We identify structural flaws, security risks, integration gaps, and scalability limits — delivered as a prioritized action plan with concrete remediation steps.
AI-Native Development
Full-cycle development with LLMs and autonomous agents at the core. We design and deploy local LLM infrastructure, RAG systems, and agent-driven workflows that integrate cleanly into your stack — secure, scalable, and cost-effective.
How we work
Every engagement follows our spec-driven methodology. Clear specifications, automated execution, and senior oversight at every step.
Submit your repo
Share read-only access to your codebase and a brief description of the project and your main concerns.
We review
Our engineers go through your code end-to-end: security, architecture, data flows, error handling, and dependency risks.
You receive your report
A comprehensive report with prioritised findings, risk ratings, and concrete recommendations — plus a call to walk through it.
Common questions
Can't I just ask ChatGPT to review my code?
AI tools don't know what they don't know. They won't flag what they generated, miss context-specific risks, and can't reason across your full system. We do.
What do I need to provide?
Read-only repo access (GitHub/GitLab), a brief description of the project, and anything specific you're worried about. No credentials or production access needed.
How long does an assessment take?
We deliver within 48 hours of receiving repo access. Most engagements include a follow-up call scheduled within the same week.
What if my app is built with no-code or Lovable/Bolt?
We audit the underlying codebase, not the tool that generated it. If it produces code you can deploy, we can audit it.
Ready to get started?
Schedule a conversation to discuss your codebase, infrastructure, or AI-native development needs.