Æ FORGEgoverned parametric design

Let your AI do the work. It still can't sign — and when you do, anyone can independently verify it's genuine and untampered.

A governed structural engine with a human-only sign-off gate. The AI can drive geometry and run checks; the sign-off route has no MCP tool at all — it exists only as a browser action a person takes.

01 · The refusal

A member that fails cannot be signed — not by the AI, and not by a person clicking through it.

Reproduced live against a running dev instance: a 150×50×6 mm 6061-T6 plate, 4×ø6 mm holes, checked as a cantilever under the product's standard 110 lb design load at safety factor 2.

modify_part — define geometry→ check_load — run the closed-form check→ sign-off attempted
POST /signoff/:token  {"name": "Morgan P.E.", "license": "PE-000000"}

HTTP 409
{"ok":false,"reason":"the verified measurement shows capacity 0 —
 the member FAILS under a single unit; a sign-off cannot approve
 a failing member (fail-closed)"}

The engine refuses before a signature can ever be attached to a failing member — the check ran, the number is real, and the gate holds regardless of who is at the keyboard.

02 · The capacity ladder, in human units

177%
1 kid
FAILS under a single child.
σ 244.9 MPa against an allowable of 138 MPa · capacity: 0
Method: Cantilever beam, end point load — rectangular section
Source: Roark's Formulas for Stress & Strain, Table 8.1 (confirm vs. ed.)

This is real output from the check above, not invented copy. The rating names its own method and the literature it came from, on every check.

03 · Coverage boundary, stated plainly

Forge does not claim to rate anything. It rates what a verified closed-form method actually covers, and refuses outside that boundary rather than guess.

4
structural methods
4
materials
6061-T6 Aluminum · A36 Steel · Ti-6Al-4V · FDM (PLA)

A geometry or load case outside this library is refused outright — “no verified method covers this yet” — never silently approximated. A separate, out-of-band finite-element path (CalculiX) exists for coverage on a deflection basis, but it is not a closed-form strength method and is not sign-off eligible.

04 · What the profession is already saying

“Engineers must still exercise responsible charge and validate all outputs — whether generated by AI, interns, or software tools.”
“There will be lawsuits stemming from inadequate and unsafe designs due to AI use.”
“Currently, there are no specific regulations exclusively addressing the use of AI by professional engineers.”
— NCSEA, July 2025

This is an invitation to a conversation, not a pitch. The question worth asking a PE is not whether this is ready for a pilot — it's whether they'd actually put their own name and license behind a member this engine says holds. If the answer is “let me see the check first,” that's the conversation we want to have.