CAD Intelligence¶
Operational source:
/Users/adeelyj/Library/CloudStorage/OneDrive-Personal/100_Knowledge/203_TextCAD/01_Product_Project_Management/00_Project_Management_n_skills/01_tracks/cad-intelligence
This page is the local wiki mirror of the operational MASTER_PLAN.md and TRACKING.md.
Last updated¶
2026-06-18
Current overall score¶
CAD Intelligence overall score: 84 / 100
The score moves from 83 to 84 because the DraftLint/RapidDraft drawing-analysis path is better
grounded. DraftLint upstream added inspection-characteristics report structure and zone-resolution
changes, while the RapidDraft-facing adapter added gateway/LiteLLM integration, validation trace
jobs, detector discovery, and capped OCR behavior. The bounded-edit score only moves slightly
because measure/edit work clarified feasibility but did not ship a production endpoint or accepted
edit workflow.
Current posture¶
CAD Intelligence owns manufacturability and geometry reasoning: process-aware review preparation, geometry evidence extraction, Part Facts, DFM rule execution, benchmark discipline, drawing-model operations, and the longer path toward topology-linked remediation and bounded edits.
Current evidence comes from RapidDraft app repos, DraftLint source and adapter repos, CVAT/YOLO operations, and central CAD Intelligence handovers/plans.
Milestone scorecard¶
| Milestone | Score / 100 | Current state | Main remaining gap |
|---|---|---|---|
| DFM benchmark foundation | 88 | Strong and expanding | Tighter benchmark reporting across CNC and plastics. |
| Feature detection and classification | 79 | Materially working | Accuracy/confidence vary on harder geometry and assemblies. |
| Geometry localization | 52 | Improving but not solved | Topology-linked targeting is not yet trustworthy enough. |
| Injection-molding benchmark | 74 | Materially working | Broader scored benchmark discipline and hosted verification. |
| CAD Drive collaboration wedge | 85 | Live small-group rollout path | Durable activity, realtime delivery, carry-forward, non-STEP routing. |
| Bounded edit loop | 22 | Investigated but still early | No production-worthy direct edit loop yet. |
| Labeling and evaluation operations | 80 | Materially working | Model quality, dataset scale, and drawing-analysis eval coverage. |
Feature scorecard¶
| Feature track | Score / 100 | Current note |
|---|---|---|
| CNC DFM | 86 | Deepest and most trusted capability family. |
| Injection-molding DFM | 74 | Has active plastics rules, Light/Deep scan, tooling gate, and validation. |
| Feature detection | 79 | Deep scan extracts richer molded evidence but still varies on hard geometry. |
| Geometry mapping | 52 | Plastics validation localizes better; topology-linked remediation still open. |
| CAD Drive collaboration | 85 | Strong pilot wedge, but not a mature collaboration suite. |
| Labeling pipeline | 80 | Gateway, detector discovery, trace jobs, and capped OCR are now clearer. |
| Benchmark reporting | 78 | Concrete injection-molding harness exists; cross-process reporting needs consolidation. |
| Bounded edit capability | 22 | OCCT edit scaffolding and safe candidate workflow are clearer, not validated. |
Active updates¶
2026-06-18 - DraftLint adapter and CAD utility audit refresh¶
DraftLint is now better represented as two work streams:
- upstream DraftLint source: inspection-characteristics report schema and zone-resolution changes
- RapidDraft adapter: gateway/LiteLLM integration, trace jobs, smoke-test surface, detector discovery, and capped OCR behavior
Exact measurement should ship first as a read-only CAD utility using viewer selections plus OCCT worker calls. CAD edit should remain candidate-based: create candidate STEP, validate with OCCT, regenerate preview/scene, show it, and only then accept as a new version.
2026-05-15 - Hosted CAD runtime split¶
app.rapiddraft.ai remains the public mixed OCCT+FreeCAD runtime. app.rapiddraft.io is the
OCCT-only testing surface. Do not describe the public app as no-FreeCAD until the testing branch is
validated and explicitly promoted.
Highest-value next actions¶
- Add end-to-end drawing-to-QA eval coverage for DraftLint inspection characteristics.
- Run live two-person CAD Drive validation before sending broader links.
- Patch only share-blocking collaboration issues first.
- Add durable backend activity and realtime delivery.
- Ship exact measurement as the first low-risk CAD utility.
- Return to topology-linked localization and first bounded edit class after collaboration stabilizes.
Sources¶
- Operational CAD Intelligence master plan and tracker.
04_playbooks/DRAWING_MODEL_TRAINING_AND_CVAT_MODEL_SERVING.md04_playbooks/RAPIDDRAFT_REPO_SOURCE_REGISTRY.md