2 TB of Ukrainian Law + DeepSeek V3 860B on GCP: What We'd Get
In production we have ~1.5 TB of full-text court decisions and their vector embeddings, plus another ~550 GB of other legal data: registries, legislat…
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I Built an AI Tool That Finds Wasted Cloud Spending — And Its Carbon Footprint. Published: True
The difficulty If you’re using Google Cloud, you’re probably paying for stuff you don’t need anymore—a server someone forgot to turn off, a storage di…
Load Balancing on AWS and GCP: A Practical Guide
Choosing and configuring the right managed load balancer for your cloud architecture Introduction Both AWS and GCP offer mature, fully managed load ba…
🚀 Cloud Run, GKE, or GCE? Choosing Your Compute
So, maybe you're a developer starting out, or maybe you're an engineer trying to figure out where to run your code, and the whole thing feels like a t…
I ran 1,852 cloud provisioning tests. GCP takes twice as long as AWS to spin up a Postgres database.
I've been running automated provisioning benchmarks across AWS, Azure, and GCP for over a year. Every few hours, a script provisions a fresh managed P…
Democratizing professional cloud infrastructure
Published June 17, 2026 by gyorgy The cloud the serious companies use is closer than you think. You can build almost anything now. You describe what y…
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…
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 …