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Cloud Cost Anomaly Detection: Lessons From Real Incidents
Six months of DoiT incident data shows leaked or unrestricted credentials cause most cloud security incidents on AWS and GCP. Here's what it cost and how to prevent and catch attacks in minutes.
Gartner Magic Quadrant: Cloud Financial Management Explained
What are AWS Managed Services? Definition, Benefits & How to Choose a Provider
A practical guide to AWS Managed Services: what MSPs actually do, how they differ from AWS's own AMS product, typical pricing models, and what to look for when choosing a provider.
GCP Compute Advisor: Design Your Compute Infrastructure Before You Deploy It
Google Cloud's Compute Advisor uses Gemini to recommend machine types, estimate costs, and generate configs grounded in your real project state — before you deploy. Includes practical prompt examples.
What is a Forward Deployed Engineer?
Forward Deployed Engineers embed inside customer environments to own deployments end to end. Here's what the role involves, where the title came from, and how it compares to consultants and architects
More tokens, less money: why token counts rank AI agent cost backwards
In a real AWS sandbox, the three highest-token agents were the three cheapest. Fargate compute, not model tokens, decided the per-agent cost ranking.
You Switched to Amazon Quick Enterprise — And Lost Everything. Here's the Fix.
Switching Amazon Quick to Enterprise SSO creates a fresh profile and hides months of data. Here's the folder-copy workaround that restores conversations, agents, skills, and your knowledge graph.
August 2026 in review: AI spend gets itemized, CloudFlow goes truly multi-cloud, Kubernetes gets guardrails
A roundup of August 2026 releases: itemized AI provider spend in Cloud Analytics, CloudFlow support for Oracle Cloud and Azure, SQL and email triggers, and smarter Kubernetes optimization in PerfectSc
Your developers want a self-hosted LLM. Your CFO wants the math.
When does self-hosting an open-weight LLM beat API and subscription pricing? We break down H100 costs across clouds, node sizing by team size, and where the break-even actually sits.
Your cloud bill shouldn't be a mystery
Optimization, automation, expertise. In one platform.
Cost Per Task, Not Cost Per Token: Unit Economics of Frontier LLM Workloads
Per-token prices mislead for agentic workloads. This analysis compares Claude and OpenAI on cost per solved task, factoring in retries, reliability, caching, and cleanup costs.
Stop Wrestling with Complex Permissions: A Breath of Fresh Air for Your Code
Tired of tangled if/else permission checks scattered across your codebase? See how Amazon Verified Permissions centralizes authorization, using a real AWS PetStore example.