Systems | Development | Analytics | API | Testing

Ask an AI system a question, and you'll get an answer. Decision logic determines whether you should trust it. In this episode of The AI Forecast, Paul Muller sits down with Darlene Newman, Innovation Lead at Duczer East, to explore the hidden layer that helps AI move from pattern matching to practical decision-making.

Rental data has always been a guessing game — scraped estimates, self-reported surveys, no real way to verify the number on a listing. On this episode of The Innovation Blueprint Podcast, ORIL's CEO Roman Havrylyuk talks with Jonas Bordo, co-founder and CEO of Dwellsy, about what it actually takes to get rental data right — and what changes once AI is making decisions on top of it.

Senior Product Manager Kaushal Vyas walks through the Bitrise desktop app, showing you how to rescue your focus from endless browser tabs. Inside: how to pin your mobile CI/CD pipelines right to your macOS menu bar, set up targeted build filters, customize failure notifications, trigger new builds, and utilize convenient shortcuts to access specific commits, pull requests, and logs.

Read more: https://speedscale.com/blog/imaginary-test-data-real-token-bill/

In this video, Mazlum Tosun walks Martin Omander through building and deploying an AI data agent. Watch along as the team takes a BigQuery database (the company's data goldmine) and open it for plain English questions, using Agent Development Kit (ADK) and Model Context Protocol (MCP). Resource links: Speakers: Martin Omander, Mazlum Tosun Products Mentioned: BigQuery, Agent Development Kit, Cloud Run.

In this episode of Data Builders Club, Sergio shares how teaching himself Excel sparked a career in analytics, why business context matters more than building flashy dashboards, and what it really takes to build reliable data systems that stakeholders trust. We also dive into data governance, stakeholder communication, AI in modern data teams, and why first-principles thinking will matter even more in the age of AI.

Perforce QAC and Klocwork's new AI-assisted code remediation capabilities combine deep static analysis with AI-guided fix recommendations, helping developers resolve issues faster while maintaining compliance, security, and code quality. In this webinar, you'll see a live demo of how teams can accelerate remediation, reduce rework, and enable flexible AI-powered workflows directly within their development environment.

Silicon Valley has been measuring AI success by token consumption. The more tokens, the more AI transformation. Right? Wrong. Andi Gutmans, Vice President and General Manager for Data Cloud at Google, joins Cindi Howson on the podcast to share that the best context is the context that drives the outcomes you need with the least amount of tokens and processing. Efficiency, not volume, is where the real value is.