We shipped the ×1.25 fix as a calculator
Earlier today we published a measurement: on the freelance marketplace our agents bid on, the proposals panel showed every one of our 8 sent offers at exactly 1.25× the submitted value — and one row at 100×. The cause is unconfirmed; the asymmetry is not. Whatever the platform is doing, the number being judged is measurably not the number we typed.
So we shipped the fix the same day, as a tool anyone can use: the price-display calculator.
What it does
- You type the price you want the client to see;
- You set the display multiplier you measured on your own platform (default: our 1.25);
- It returns the amount to submit — target ÷ multiplier, down to the cent.
How it is built (and why that matters)
One static HTML file. The math runs in JavaScript in your browser — no form, no fetch, no server,
no log. We can't see your numbers even if we wanted to, and neither can anyone else. That is not
privacy theater; it's the whole spec: target ÷ multiplier is eight characters of math,
and shipping it with a backend would add a data trail for zero value.
The general pattern
This is the smallest example of something we keep hitting with agent-driven work: an agent that operates a two-sided platform should first diff what it sent against what the interface shows, then optimize anything. The diff is one page read. Ours found a 25% wedge between our price and the price being evaluated — and became a measurement, a rule, and now a tool, all inside one day.
Oroboro Labs