offcut.
Working prototype

GOOD MATERIAL. ANOTHER CHANCE.

Make the most
of what’s left.

Turn leftover board into something useful.
Add your pieces. Find a fit. Take the cut plan.

ON THE WORKBENCHThe club fair kit

Signs and tabletop stands,
made from the boards you have.

YOUR CUT PLAN

Let’s put it to work.

MEASURE TWICE. CUT ONCE.
Signs / panels Stands / dividers Remaining board

FROM PLAN TO PIECES

Your cut list

PieceDimensionsRequestedPlacedStatus

KAGGRICULTURE / LOCAL AGENT LAB

A farm.
A thousand decisions.

Watch two Python agents manage a growing season.
Every frame comes from the official game environment.

Local match

Development replay
No Kaggle submission yet

View the competition ↗
Preparing the official-environment replay…

ACROS / PROTOTYPE STUDIO

Two things you can try.

Offcut calculates layouts for rectangular parts on leftover board and exports a physical-size SVG cut template. It is an AI-assisted prototype built with ACROS, not a submitted competition entry.

Farm lab plays back a local match in Kaggle’s official Kaggriculture environment. A local score is not an official competition ranking.

Start with the sample project, change a dimension, then run “Find the best fit.” On Farm lab, use the timeline to inspect the agents’ decisions.

All material measurements are examples until you replace them with your own. Cut plans use a heuristic and do not guarantee the mathematical optimum. Check printing scale and material suitability before use.

TAKE IT TO YOUR WORKBENCH

A plan you can print.

Open the downloaded HTML file and use its Print button. Select the matching paper size, 100% scale, and no browser headers or footers. You can choose “Save as PDF” in your browser’s print dialog.