What AI-Assisted Build Recommendation Engines Get Wrong
AI build engines confuse plausible explanations with verified physical and market compatibility.
Simone Vachon-Lebel
Section
Build Planning
8 stories in Build Planning.
Price Comparison Integration in Build Planners and Retailer Data Freshness
Stale prices in build planners can break budgets when components move faster than data refreshes.
Theo Abara
Setup Builders and Desk Aesthetics as Part of the Planning Loop
Visual aesthetics deserve a seat at the table when planning your PC setup.
Darya Koslowski
Mobile-First PC Planning and the Multi-Screen Builder Workflow
Builders planning PCs across phones and desktops need tools that enforce compatibility everywhere.
Marcus Ifeoluwa
FPS Estimation Tools and the Limits of Pre-Build Performance Prediction
Knowing their limits helps builders use FPS calculators wisely.
Theo Abara
Real-Time Compatibility Engines Behind the Build Planning UI
They work best when the database tracks every part relationship across the whole build.
Simone Vachon-Lebel
Augmented Reality for PC Case Placement and Desk Fit
AR lets you see if a PC case actually fits your desk before you buy it.
Marcus Ifeoluwa
Digital Twins of PC Builds and Their Design Implications
Virtual planning catches PC build conflicts before purchase, saving money and time.
Marcus Ifeoluwa