Vertex AI Grounding Cost Gap: Diagnosing the Missing $1300 on My Solo VM
Vertex AI Grounding Cost Gap: Diagnosing the Missing $1300 on My Solo VM Running a full AI product solo on a single small VM means every dollar counts…
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Deeper into Dataform 3: Auditing Dataform
It's important to monitor Dataform - jobs executed by Dataform can be the primary source of BigQuery costs in a modern data platform. Forgetting to in…
AWS vs Azure vs GCP (2026): Which Cloud Certification Should You Get First?
📌 This article was originally published on Sherdil E-Learning . I'm republishing it here so the dev.to community can benefit too. Choosing between AWS…
Cross Cloud A2A Agent Benchmarking
Building a Benchmarking Agent with A2A and MCP This tutorial aims to build and test benchmarking Agents using the A2A protocol across several mainstre…
Misadventures in Kubernetes: Autoscaling Workers
So we’ve already done a few things for setting up our own custom cluster. We’ve manually configured a Kubernetes Control Plane and joined worker nodes…
Misadventures in Kubernetes: Creating Workers
So we have built a control plan from scratch. That’s kinda useful and was also kinda hard to make? But, really what we want to make is a proper, funct…
Misadventures in Kubernetes: Provisioning the Control Plane
When using managed platforms like Google Kubernetes Engine (GKE), there are many things that you don’t have to worry about that it takes care of for y…
Terraform Outputs on GCP: Querying Useful Data from a VPC, Subnet, and VM
Hi, we are back again. Previously, I created a simple Google Cloud VPC and then improved the configuration by introducing variables. This time, I want…
Free GCP Practice Exams (13 Certification Tracks with Explanations)
Introduction Preparing for Google Cloud certifications can feel overwhelming. Most resources focus heavily on theory, but when it comes to the actual …