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Using n8n, Azure DevOps, FastAPI, RAG, and AI to audit Terraform changes before merge Infrastructure teams are increasingly using Infrastructure-as-Code to define, review, and depl...
В небольших проектах инфраструктуру можно создать вручную через веб-интерфейс облачного провайдера. Но если серверов десятки, а окружений несколько (Development, Testing, Staging и...
Setting up cloud infrastructure is the easy 10%. You click through a console or run a few Terraform files, things come up, it works, everyone's happy. Then the other 90% starts, th...
AI-generated infrastructure code is exposing a growing security gap, pushing platform teams to add stronger automated gates, provenance tracking and human review before Terraform,...
PDI Technologies built PDI Brew, an agentic platform on AWS where non-technical employees describe a tool in plain English and receive a fully provisioned, multi-tenant web applica...
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How AI actually helps manage AWS, Azure, and GCP: cost anomaly detection, rightsizing, IaC generation, and the honest limits. A grounded guide.
At Databricks, our field engineering organization exists to help customers succeed....
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The Problem with Click-Ops Dashboards Your team has 200 dashboards. You don't know who owns them. Half are broken. The rest show yesterday's reality. This is click-ops debt, and...
HashiCorp’s new tfpolicy framework brings native policy-as-code governance to Terraform using HCL and lifecycle-aware infrastructure checks.
AI agents now generate infrastructure code at scale, but security pass rates are stuck at 55%. Here’s how teams can close the governance gap.
What is / Is there a standard for the most efficient steps to stand up a large-scale datacenter from nothing but unprovisioned hardware and required software & configs? For exa...
Running AWS resources locally is a game-changer for engineering velocity, cost optimization, and developer autonomy. Traditionally, testing cloud infrastructure required deploying...
Most platform engineering conversations tend to split into two rooms pretty quickly. The first room is full of teams who don’t have a platform yet. Scattered scripts, tribal knowle...
Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handl...
Introduction Over the past few articles, we have learned how to create AWS infrastructure manually using services like: Amazon EC2 Amazon S3 VPC Route 53 CloudFormation But o...
Most of us understand our source code better than we understand the technology that is actually running in production. We have repositories, architecture diagrams, service catalog...
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Sponsored By: NutanixThe following is sponsored content. It may not reflect the views of our editorial staff. The Kubernetes scaling problem nobody talks about Enter...
The platform is open at every layer, letting teams bring their own models, harnesses, and compute while Warp handles the orchestration.
Sponsored By: NutanixThe following is sponsored content. It may not reflect the views of our editorial staff. Most platform engineers are kept awake at night with some form of the...
It took few weeks to build and months to trust. This is everything that could have gone wrong, and the one time it almost did.Continue reading on Medium »
Learn Python for DevOps by automating tasks, managing infrastructure, streamlining CI/CD, and improving efficiency with tools and real-world use cases.
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