Blog

Beyond the Hype Cycle: AI Is Slipping Into Everyday Products Much of the public AI conversation still revolves around spectacular demos and frontier model releases. Yet some of the most consequential changes are unfolding quietly inside familiar products, from your phone’s operating system to the payment rails that charge your card. Recent moves by Apple, […]

AI Infrastructure Has Become a Strategic Question AI went from skunkworks experiment to board level priority in record time. As prototypes turn into production systems, the choice of infrastructure is no longer a back office detail. It affects cost structures, hiring, security posture, and even a company’s ability to comply with emerging AI regulations. Recent […]

The AI Landscape Has Shifted From Models to Agents Over the past two years, the story of artificial intelligence has largely centered on impressive foundation models. We measured progress in parameters, benchmark scores, and cherry picked demos. The latest slate of announcements from OpenAI, Google DeepMind, Microsoft, and Meta signals a subtle but important shift. […]

From growth at all costs to durable businesses The era of effortless capital for software startups is firmly over. In 2025, SaaS founders are navigating a funding climate where investors scrutinize unit economics, retention, and product differentiation more closely than top line growth. Many companies that raised large rounds in prior years are now being […]

From DevOps slogans to platform reality For more than a decade, DevOps has been a rallying cry for breaking down silos between development and operations. In practice, many organizations adopted parts of the philosophy, such as CI/CD pipelines and infrastructure as code, but struggled with tool sprawl and inconsistent developer experience. In 2025, a more […]