The 863cc Incident: When the AI "Fixed" the Human
They say "never show your edge cases in a demo," but we decided to leave one in.
During the recorded demo for BuildSheet, I "fat-fingered" the displacement for our Honda CB750 project, typing 863cc instead of the industry-standard 836cc kit. What happened next was a "magic moment" for the project's agentic architecture.
The Gemini "Roll with it" Moment
Instead of crashing or providing a generic error, Gemini 3 Pro (acting as the Senior Architect) recognized the specification was non-standard. It flagged the discrepancy, but when the build proceeded, the system pivoted dynamically:
- Engineering Resilience: The model performed a fresh Technical Audit on the fly to reason about whether an 863cc bore was physically possible within the engine’s wall thickness.
- Contextual Sourcing: It adjusted the Sourcing Agent to look for custom-sized rings and specialized gaskets that could accommodate the over-bore.
- Agentic Logic: This proved that BuildSheet doesn't just follow a static script; it reasons through engineering constraints in real-time.
We originally thought about re-recording the clip to be "perfect," but this typo actually proved our core thesis: BuildSheet is an intelligent engineering co-pilot that can handle the messiness of real-world human error and still deliver a viable path forward.

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