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The Gemini API Key Abuse Fix Is Here And It Has a Deadline
Google is retiring standard Gemini API keys in two phases through 2026. Here's what's changing, why auth keys fix the abuse problem, and the steps to migrate safely.
The Complete Guide to Cloud and AI Cost Attribution
Most cloud cost optimization tools read billing exports. Attribute™ reads runtime data. Get Kubernetes cost monitoring, shared resource attribution, and customer cost-to-serve
DoiT Expands PartnerOps Platform as Distributor and Hyperscaler Demand Accelerates
DoiT expands its PartnerOps platform with Revenue Management, giving distributors and resellers a purpose-built backbone to bill accurately, protect margin, and scale profitable cloud practices.
AWS Savings Plans vs Reserved Instances 2026: The Decision Guide Engineers Actually Need
AWS Savings Plans vs. Reserved Instances: a practical decision framework from a Senior Cloud Architect, updated for 2025–2026. Includes a comparison table, anti-patterns, and the layered commitment strategy DoiT recommends for enterprise.
The Top 5 VMware Alternatives for CloudOps Teams After Broadcom
Broadcom's VMware pricing changes have teams evaluating alternatives. Compare Proxmox VE, Hyper-V, Nutanix AHV, OpenStack, and DoiT to find the right migration
From Karpathy's LLM Wiki to a Working Second Brain: My Implementation with Amazon Quick Desktop
Karpathy's LLM Wiki framework reframed how I think about AI memory. Here's how I implemented a working second brain using Amazon Quick Desktop's connected tools and knowledge graph.
AWS Bedrock Knowledge Base Implementation: What I Learned Building a Production Policy Audit System
What I learned shipping an AWS Bedrock Knowledge Base policy audit system to production: architecture choices, chunking mistakes, cost surprises, and undocumented gotchas.
K3s vs K8s: choosing the right Kubernetes distribution for your workload
K3s vs K8s: compare architecture, resource requirements, production readiness, and day-2 operations to choose the right Kubernetes distribution for your team
The AI Spending Data Your Board Is About to Ask You About
A Guide to AWS AI: SageMaker vs. Bedrock
AWS Bedrock and SageMaker have converged in 2026, blurring the line between managed AI and custom ML. Here's how to choose based on lifecycle, ROI, and data sovereignty.
Your cloud bill shouldn't be a mystery
Optimization, automation, expertise. In one platform.
Why Your Amazon Redshift Concurrency Scaling Costs Keep Growing (And How to Fix It)
A practical walkthrough of a Redshift cost investigation. Why Concurrency Scaling can quietly become baseline capacity, how to spot it in CloudWatch and WLM, and a phased remediation plan.
The 5 best MongoDB alternatives for engineering teams in 2026
MongoDB's licensing, Atlas pricing, and lock-in are pushing teams to look elsewhere. Here are the 5 strongest alternatives in 2026 and how to choose the right fit.