Each month, we’ll use this space to share what’s new in the training subscription — new modules, updated content reflecting recent developments in AI security and MLOps, and any real, current findings worth teaching from our own ongoing project work.
Posts archive for July, 2026
The hardest part of starting up is starting out
What makes our training different
There’s no shortage of AI and cloud training out there. Most of it is written by people who’ve never actually shipped the systems they’re teaching about.
Sugar Hill Consultants’ training comes directly from real, production work: 8 deployed AI systems, real security incidents found and documented, and hands-on experience across DoD and IC environments with a TS/SCI background. When we teach MLOps, it’s because we’ve built CI/CD pipelines with real drift detection and automated retraining. When we teach AI security, it’s because we’ve built agent systems and then attacked them ourselves using industry-standard adversarial testing to prove the defenses hold.
You’re not learning from slides. You’re learning from someone who’s been in the room when the pipeline broke at 2am, and fixed it.