The example of a growing restaurant Imagine you are running a restaurant chain. You just can’t physically feel and touch things to know how your business operates. You need tools and a digital replica of your business to sense the…
AI agents possess incredible reasoning capabilities and can perform increasingly complex actions. But the reliability of agentic outcomes depends entirely on the quality of the context they can access — context that is frequently locked away in operational databases. To…
Learn how Googlers used AI to produce Google I/O 2026.
Application owners and platform engineers have long faced a difficult choice: spend excessively by over-provisioning to guarantee quick startups, or minimize costs but endure slow cold starts. We are excited to announce a solution to this compromise: Google Kubernetes Engine…
Processing millions of user reviews in real-time, under strict latency and cost constraints, is no easy task. Trustpilot has been doing exactly that with custom machine learning since long before large language models (LLMs) were cool. Now, as the company…
The example of a growing restaurant Imagine you are running a restaurant chain. You just can’t physically feel and touch things to know how your business operates. You need tools and a digital replica of your business to sense the…
AI agents possess incredible reasoning capabilities and can perform increasingly complex actions. But the reliability of agentic outcomes depends entirely on the quality of the context they can access — context that is frequently locked away in operational databases. To…
Learn how Googlers used AI to produce Google I/O 2026.
Application owners and platform engineers have long faced a difficult choice: spend excessively by over-provisioning to guarantee quick startups, or minimize costs but endure slow cold starts. We are excited to announce a solution to this compromise: Google Kubernetes Engine…
The example of a growing restaurant Imagine you are running a restaurant chain. You just can’t physically feel and touch things to know how your business operates. You need tools and a digital replica of your business to sense the…
