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This article is one part of a walkthrough detailing how we recreated an NXP i.MX 8M Mini–based computer using Quilter’s physics-driven layout automation.
Two PCB layouts can look plausible while making different compromises in via count, layer use, congestion and access for manufacturing. A useful comparison connects the visual review to consistently measured criteria. It also separates what the CAD data shows from what requires simulation, a fabrication quote or hardware testing.
Define the decision before generating candidates
Write down the board revision, stackup, manufacturing rules and electrical requirements. Hold these constant for a direct comparison. If you deliberately change the stackup or another constraint, label the change and treat it as a separate scenario.
Quilter generates layout candidates within an existing CAD workflow. Check its supported design parameters before choosing a study. The review framework below is a proposed engineering process; it is not a screenshot or specification of particular Quilter dashboard controls.
Build a comparison record
- Connectivity and rules: record unrouted nets, DRC results and accepted exceptions.
- Geometry: compare via counts, critical-net lengths, congestion and routing-layer use from the CAD data.
- Electrical behavior: perform the required signal- and power-integrity analyses with consistent models and assumptions.
- Manufacturing: confirm the stackup and via structures with the fabricator, and request comparable quotes.
- Engineering effort: record preparation, review and cleanup for each candidate.
Use “not yet measured” for a missing value rather than inventing a result. Fewer vias do not automatically mean a better design, and shorter traces alone do not establish lower crosstalk or sufficient timing margin.
A hypothetical decision
Suppose candidate A uses the agreed lower-cost stackup, while candidate B uses a different stackup intended to relieve congestion. Before calling B better, obtain the revised manufacturing cost and evaluate its electrical behavior. Compare both against the same release requirements. Neither candidate should win merely because a visual representation looks cleaner.
This example describes a decision process; it supplies no measured board results. Keep the evidence and the reason for selecting or rejecting each candidate in the review record.
Checklist for the first study
- Confirm connectivity, footprints, board outline and mechanical restrictions.
- Document fixed placements, preserved routing and supported constraints.
- Define measurable acceptance criteria and the analysis owner.
- Generate candidates and record each input revision.
- Inspect the selected files in native CAD and complete required checks.
- Document remaining work before approving manufacturing outputs.
The checklist is provided here for direct use; no separate PDF is needed. Start with a representative board that fits the current product capabilities. The aim is a defensible engineering decision, with enough evidence for another reviewer to understand the tradeoff.










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