Consulting
If Claude helped you build it — but you're not sure it's safe to ship.
Built on experience from
I’m Alex Garcia — Senior AI Engineer, 6 years at Microsoft’s AI Group, where I built healthcare integration systems using GPT models, RAG pipelines, and hallucination-prevention techniques. Before that, I built production apps at Toyota and debugged chips at Texas Instruments. I know what production-grade looks like.
Sound Familiar?
You're not 100% sure what the code is doing — or if it's safe
Every fix introduces a new failure somewhere else
You're afraid to touch anything in production
You don't know what you don't know about risks
After We Work Together
Clear risk identification and assessment
Elimination of guesswork on production settings
Structured remediation roadmap
Confident shipping with established safeguards
Service Tiers
Choose Your Path
Ship-Safe Diagnostic
3–5 Days
A focused assessment to determine if your codebase is ready to ship.
- ✓Architecture risk mapping
- ✓Code review across critical paths
- ✓Secret exposure audit
- ✓CI/CD pipeline review
- ✓Deployment guidance
- ✓"Safe to Ship" verdict with written report
Production Hardening Sprint
2–4 Weeks
Hands-on work to make your codebase production-ready.
- ✓Critical-path test coverage
- ✓Secrets management setup
- ✓CI/CD improvements
- ✓Operational observability
- ✓Error handling & logging
- ✓Weekly progress checkpoints
Full Refactor Program
Custom
For architectural issues blocking scalability and growth.
- ✓Architecture redesign
- ✓Module separation & cleanup
- ✓Testing expansion
- ✓Team documentation
- ✓Knowledge transfer sessions
- ✓Ongoing advisory support
How It Works
Start with a free 20-minute diagnostic call. We’ll assess fit, scope the engagement, and set up weekly checkpoints to track progress.