Arclight Software: Three of the shadow agents outperformed the official one.

The problem

Engineers had built their own agents rather than wait for the sanctioned one.

What we did

Assembly surfaced unsanctioned agent activity without blocking it.

The result

Three of the shadow agents outperformed the official one. Two were adopted; the official one was retired.

The right response to shadow tooling is to look at it before you ban it.