
Articles
Articles
Long-form pieces on bidder architecture, agentic ad workflows, and where adtech standards are heading.

Jan 2026
Handling Money in Milliseconds: 12 Questions for AdTech Expert Damian Naglak (Appliscale)
AdTech is often misunderstood. To the outsider, it’s just pop-ups and tracking cookies. To the insider, it’s one of the most ruthless, high-performance engineering playgrounds on the planet—a place where a 20-millisecond delay costs real money and scale isnt a buzzword, its a survival requirement. W

Dec 2025
Michal Niec
CTV Infrastructure: Where the Industry Is Heading
I was at the IAB Tech Lab CTV conference recently, and it reinforced several trends Ive been watching in the Connected TV space. The technical challenges facing this industry are substantial, and the solutions being developed will shape how digital advertising infrastructure works for years to come.

Nov 2025
Damian Naglak
AI-Powered Deal Troubleshooting
Deal troubleshooting in programmatic advertising is notoriously painful. Weve all watched countless AdOps engineers spend hours manually checking APIs, cross-referencing databases, and hunting through metrics just to figure out why a single deal isnt bidding. At Appliscale, we’re using our expertise