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An agentive AI approach works well to build new apps that fit your company's unique needs. Within weeks you can be solving problems faster than ever - but maintenance and security can be harder than you expected.
Cybersecurity firm RedAccess analyzed thousands of agent-generated public applications and found over 5,000 of them employed little to no security precautions, with nearly 40% of the apps exposing sensitive data1. When StackOverflow asked users about AI’s ability to handle complex tasks such as audit logging or authorization, only 29% of professional developers ranked industry solutions as “good,” with over 41% responding they were bad or very poor2.
AI is great - but AI has limits. Let's pair up to build a sustainable technology strategy that helps you meet compliance needs, scale enterprise-wide, and build for the future without breaking your budget.
// symptoms the vibes are off
Applying workarounds is becoming a full-time job.
"Security researchers" are saying your app is broken - but you have no way to tell if they are legit.
Permissions and authentication doesn't seem to be working quite like it should.
At this point, even the AI coding agent is getting confused.
The app is running on a workstation sitting on a desk - and there's not a server for it to live on.
Reports just aren't adding up; data seems to be hallucinated
// sound familiar? you aren't alone!
10+
Years of engineering leadership experience with SaaS platforms
20+
Years in software architecture, including AI stacks
6 weeks
Typical time for partnered remediation
Three ways I can help
Three ways I can help
Software & Infrastructure Architecture Review
A comprehensive review of your codebase and deployment strategy, including continuous integration and agent integration.
Fractional CTO
Software meets strategy without the full-time executive cost. I work together with your founders or executive team to connect objectives with key results.
Vibe-Code Recovery
Ensure apps built primarily with AI assistance become true enterprise solutions. Remediate security and logic issues without sacrificing user experience.
Ready to stop worrying about your codebase?
Ready to stop worrying about your codebase?
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