AI Codebase Hardening & Consulting Services
AI codebase hardening, fractional CTO consulting, and hands-on product engineering. Focused engagements. Clear deliverables. No ongoing retainers.
Flagship Service
AI Codebase Hardening
Frontier AI models can now discover vulnerabilities, write exploits, and reason about complex codebases. Every engineering team needs to prepare, both to defend against these capabilities and to harness them for productivity.
I'll set up AI-powered development tools across your project, run comprehensive security scans using the same models that will be used against you, and hand your team everything they need to maintain it going forward.
The 1-week engagement
What happens
Your team keeps working in their existing tools. I work alongside them, configuring, scanning, fixing, documenting. At the end of the week, you have a full report and a working setup.
Need more depth? I'm available for longer engagements to continue hardening, run more thorough scans, and remediate everything that's found.
Claude Code & Codex configured for your project
Custom AGENTS.md tailored to your codebase, conventions, architecture, and team workflows.
AI-powered security & penetration testing
Using frontier models to find vulnerabilities the same way an attacker would. Not a checkbox audit. A real adversarial scan.
Critical vulnerability remediation
I fix what I can in the first week. Everything else goes into the report with clear remediation steps.
Full handoff documentation
What was found, what was fixed, what remains, and how to use the new tools. Your team can take it from here, or I can keep going.
Deliverables
What your team walks away with
AI development tooling
Claude Code and/or Codex fully configured for your project. Your developers can start using AI-assisted development immediately or transition gradually.
Custom agent configuration
AGENTS.md and project-specific instructions so AI tools understand your codebase, your patterns, and your conventions. Not just generic defaults.
Security assessment report
A detailed report of every vulnerability found, categorized by severity, with remediation guidance. Not a slide deck. Actionable findings your team can work from.
Handoff documentation
Everything your dev team needs to maintain the setup, run future scans, and continue hardening independently. No ongoing dependency on me.
Also available
Other ways I can help
Fractional CTO
Senior engineering leadership without the full-time commitment. Architecture decisions, team guidance, and technical strategy in focused engagements.
MVP Development
From concept to deployed product using AI-powered development tools. Production-quality code with auth, APIs, and infrastructure, ready for real users.
Custom Consulting
AI integration, deployment and infrastructure, security and compliance, or something else entirely. If it involves shipping software, we should talk.
Not sure which service fits?
Tell me what you're working on. I'll let you know how I can help, or if someone else is a better fit.
Get in Touch