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AI Dev Tools & Platforms Solution Engineer at Microsoft, Tech Communities Lead, Keynote Speaker
Find the right 37, protect the other 8,383, and put the irreversible decision behind a visible review control.
An evidence-bound WebMCP workbench where agents map provenance without manufacturing certainty.
Turn a vague “delete my data” request into a transparent plan that shows what can go, what must stay, and why.
A human sets safety priorities; an AI agent explores restoration plans; the page enforces exact approval before a synthetic switch is touched.
Trace every hidden access path, remove unnecessary grants, and preserve the one dependency production still needs.
A scientist and an AI agent co-design a validated 96-well plate: the human fixes precious samples and approves the exact export while WebMCP gives the agent precise, state-aware spatial operations.
