Skills, Tools, and MCPs: How AI Goes From Chatbot to Co-worker
How skills, tool use, and the Model Context Protocol extend what AI can do — and why the combination matters for engineering workflows.
Structural engineering guides, design examples, and insights to help you build with confidence.



How skills, tool use, and the Model Context Protocol extend what AI can do — and why the combination matters for engineering workflows.
What large language models actually are, how they're trained, and where they fit in structural practice, explained for practicing engineers.
Anthropic's labor market data shows structural engineers have one of the largest gaps between what AI could do and what it's actually being used for. Here's why, and a different approach.
The traditional beam engineering process takes about 2-3 weeks from first call to stamped deliverables. Here's where all that time goes, and how clearspan compresses it to just days without cutting corners on code compliance.
Complete NDS wood beam design example: adjustment factors, bending, shear, deflection, and bearing checks for a 2x6 Douglas Fir-Larch rafter. Compared against Breyer Example 6.18.