Articles & Case Studies
Real engagements and engineering investigations — AI-enhanced development, case management, and front-end quality — with the actual numbers.
Resolving the Photonic VRAM Issue: Architecting Around the AI Memory Wall
GPU VRAM/HBM — not FLOPS — is the real AI bottleneck. A verified investigation into whether silicon photonics can break the memory wall: the quantitative case, the leading approaches, and a staged architecture to resolve it.
AI EngineeringDo AI Agent Skills Help Weaker Models More? We Measured It
We re-ran the front-end skills on Haiku and Sonnet. The correctness lift tripled as the model got weaker — and the quality test revealed exactly where skills stop helping.
AI EngineeringAI Agent Skills for Front-End: The Gains, the Gaps, and an Honest Comparison
A candid evaluation of eight AI agent skills for front-end development versus an unaided AI, including gains, gaps, and costs.
AI EngineeringHow AI Agent Skills Produce Measurably Better Front-End (Blind-Tested)
A blind A/B test shows that AI agent skills produce significantly better front-end output. Independent reviewers preferred skilled output, distinguishing it from the generic AI default.
DevelopmentWhy Agencies Are Switching to AI-Enhanced .NET Development
Agencies are adopting AI-enhanced .NET development to deliver faster, higher-quality results. Here's how the shift is changing client work and what it means for your agency.
Legal TechnologyHow AI Case Management Saves Small Law Firms 10+ Hours Weekly
Discover how small law firms are using AI case management to save 10+ hours weekly on administrative tasks. Learn about CaseOrbit AI's proven results.