Practical AI for engineers and technical teams

I'm Roger Graves. My background is Eaton, systems-and-controls, with deep work on J1939 and CAN. I use that to apply practical AI and automation for engineers and technical teams in a corporate environment.

Mechanical Advantage AI is a daily brief plus tools for AI rollout, implementation, and applications that working engineers can actually use. Workflows, models, agents, CAD/3D, additive, construction and building. If it does not change how work gets done, it does not belong here.

Why this exists

Most AI coverage is written for software people, or it is a demo. Engineers still have to get work through a team. The useful questions are narrower: what can you roll out, what should you ignore, and what actually changes a workflow.

That is the lane. Grounded, anti-hype, real-world.

What you'll find

• The daily brief: What was reported, why a working engineer might care, then a source.
• Implementation notes: Workflows, models, and agents for technical teams that already have process.
• The same domains the brief covers: CAD/3D, additive, and construction/building — as applications, not as a lifestyle brand.

Start with today’s edition. The archive is there when a story needs more than three sentences.