Pineau Labs - AI Codebase Hardening & Software Consulting

3 min read Original article ↗

Frontier AI models can easily find the vulnerabilities in your code.
I'll find them first.

In one week, I'll set up agentic AI tools across your project, run security scans using the same frontier models that attackers will use, and hand everything off to your dev team so they can keep building with these tools long after I'm gone.

$ claude-code --security-scan

Scanning codebase with Opus 4.6...

Analyzing 847 files across 12 modules

CRITICAL SQL injection in /api/users.ts:142

CRITICAL Auth bypass in /middleware/auth.ts:89

HIGH     Insecure deserialization in /lib/parse.ts:31

MEDIUM   Missing rate limit on /api/login

Found 23 vulnerabilities (4 critical, 7 high)

Generating remediation report...

Why now

The threat landscape just changed.

Anthropic's Project Glasswing just proved what many suspected: frontier AI models can find zero-day vulnerabilities that survived decades of human review and millions of automated tests. Their Mythos model found critical flaws in every major operating system and web browser, including 27-year-old bugs in OpenBSD.

These models aren't theoretical. They're available now. And most engineering teams haven't scanned their codebase with anything close to this capability. They haven't set up AI-powered tooling. They're exposed, and most don't know it.

I help close that gap. In a week.

83%Mythos benchmark
accuracy on exploit
reproduction

The engagement

One week.
Zero disruption.

Your team keeps working in their existing tools while I configure AI-powered development and security tooling across your project. At the end of the week, you get a full handoff and your team transitions at their own pace.

Claude Code & Codex setup

Configured for your codebase, your conventions, your workflows.

Custom AGENTS.md configuration

Tailored agent instructions so AI tools understand your project.

AI-powered security scan

Using the same frontier models that attackers will use against you.

Vulnerability report & remediation plan

What was found, what was fixed, what remains, and clear next steps.

Documentation handoff

Everything your dev team needs to maintain and extend the setup.

Why me

25 years of context.

Pineau Labs is a one-person AI product engineering firm. No account managers, no junior developers. You work directly with me, Brad Pineau, and I bring 25 years of shipping software to every engagement.

I served as CTO at Timeless Medical Systems, where I led product development and built HIPAA-compliant clinical software. I also built HospicePro, software used in hospice care where bugs have real consequences. Inventor of 4 software patents.

Now I build products for clients and for myself using Claude Code and Codex every day. I used them to build Fitly AI, a full-stack platform with 30+ AI tools and 16 autonomous agents. I don't just recommend these tools. I ship production software with them.

Ready to see what frontier models find in your code?

Tell me about your project. I'll let you know if it's a fit.

Get in Touch