Roadmap

Find problems before you print

• DONE
  Drop in your STL or 3MF — get a list of every issue: holes, overlaps, walls too thin, weak bottlenecks.
• DONE
  Knows your printer + filament — profiles from Bambu Studio, Orca, and PrusaSlicer auto-imported every day.
• DONE
  Reads sliced G-code too — catches problems that only show up after slicing (overhangs, retraction, cooling).
• DONE
  Multi-plate 3MF — pick a plate, get a separate report. Download a recommended printer profile to drop into your slicer.

Fix broken files

• DONE
  Closes holes, fixes flipped faces, removes overlapping triangles — works on parts that already have support trees attached.
• DONE
  Knows the difference between a defect and a designed-in opening — pin sockets, vents, drain holes stay open.
• DONE
  If a fix would make the model worse, it cancels itself and tells you why.
• DONE
  Chain repair steps however you want — repair, simplify, smooth, auto-orient, fill holes, all configurable.

Catch joint failures (no load needed)

Most assembly figurines (peg-and-socket pieces) break right at the joint. We catch this from the geometry alone.

• NEXT
  Sample wall thickness right at the joint rim, flag thin ones with a clear "this will likely snap here" advisory.
• NEXT
  Recognise repeating joints (4 identical sockets) so we audit the cleanest one once, not 4 times.

Work where designers already are

• NEXT
  Blender add-on — run audit and repair from inside Blender's side panel.
• NEXT
  Pick a region in the viewer and run repair on just that region.

Cover more difficult meshes

• NEXT
  A second repair engine for architectural-style models (parallel walls, brick patterns) where our current smoother gives up.
• NEXT
  Python library for the rest of the toolbox (simplify, recipe pipeline) so you can script everything end-to-end.

Resin printers — shipped 2026-05-10

Resin file upload (.ctb / .cbddlp / .pwmx / .pwmo / .goo) is live with the same coverage tier as FDM. CHITUBOX 1.5+ encrypted CTB v3+ supported via UVtools dispatch.

• DONE
  Per-layer checks: floating islands, 3D-confirmed vacuum traps (drains hollow+drain shells), peel-force spikes.
• DONE
  Material-aware exposure windows + bottom-layer adhesion checks.
• DONE
  Profile compare: printer-mismatch (slicer printer-model wrong) + lift-cycle divergence (file lift speed off recipe).

3D editor in the browser, with an AI helper

Pick a problem area in the viewer, describe what you want, the AI suggests and runs the right fix. Nothing else on the market does this.

Catch design regressions in your repo

• LATER
  GitHub Action — fail the pull request if a model in the diff would print worse than before.
• LATER
  Mesh diff: "this commit added 2 new overlaps, but the overall print readiness didn't change."
• LATER
  Team dashboard — which printers fail more, which designs are getting better or worse over time.

For regulated and enterprise users

• LATER
  Self-hosted version — runs fully offline.
• LATER
  Signed audit trail for inspection and compliance.
• LATER
  Custom check profiles for medical, aerospace, and other high-stakes shops.