I hallucinations in legacy systems are not a technology problem. They are a context problem. When a coding assistant breaks your database sharding logic or ignores a legacy authentication wrapper, it hasn't failed; it has simply made the most statistically likely guess in the absence of specific facts.
AI has transformed how fast software gets written. But speed at the commit layer doesn't equal velocity at the system level. This post explores why unchecked AI adoption is creating a Review Crisis across engineering organizations and what executive teams need to do to govern change intelligently before the complexity tax compounds beyond recovery.
Building our on successful collaboration with a broad spectrum of SaaS companies and corporate innovators, CloudGeometry now been recognized with a certification by AWS APN as a Designated Service Provider for AWS Lambda Services. This added recognition...
Almost any piece of industrial equipment today produces its own rich and steady stream of data. Digital diagnostics embedded in devices help with on-site troubleshooting when dispatching a trained local technician. But what about extending…
The AWS Partner Network (APN) has endorsed ElevationData, the CloudGeometry company specializing in data engineering and data science pipelines, as a Designated Service Provider...
We are proud to announce that the AWS Partner Network (APN) has certified us as a Designated Service Provider for AWS Database Migration Services. These AWS credentials...
By now, the consensus view of Big Data is that bigger doesn’t translate into better. It’s a more subtle irony that in the face of bigger and faster data, data science is still vexingly difficult...
Modern software development runs at a faster pace than ever before. As cloud computing divides winners and losers in the data-driven marketplace, converging applications and their data with the infrastructure they run on makes more…
We’re excited to announce that CloudGeometry has been recognized by the AWS Partner Network (APN) as a Certified Advanced Consulting partner! Achieving Advanced status required that we meet strict requirements that demonstrate our proven AWS expertise, technical proficiency, and effectiveness…
We’re excited to add new new expert consultancy offerings focused on helping data-driven companies unleash the velocity and power of modern data-centric systems at scale. Our goal for this practice is to make life easier…
Agile methodologies are now recognized as a structured way to work through ambiguous and complex software problems with evolving solution requirements. Practices such as sprints, backlogs, timeboxing, scrum, can be applied in a variety of…
The recent news from Wall Street about the merger of two of the original “big data” companies, Cloudera and Hortonworks (now called “Cloudera”) made a lot of noise across the Big Tech Finance marketplace, certainly here in Silicon Valley. But…
The good news about modern virtualization technologies like KVM (Kernel-based Virtual Machine) and containers (e.g., LXC) is that you get almost limitless options for spinup and teardown of clusters, machines, networks and so on. That’s also the bad…
Note: This is part two of a two-part series on Amazon EKS. ICYMI, here's a comprehensive intro overview get you up top speed on EKS: “Ten things to know about Kubernetes on AWS”.) By this…
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