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Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

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Curated links from external sources — not 360Softy original articles.

ExternalCloud
Google Cloud Blog

Safely run AI-generated code in Cloud Run sandboxes

Here’s a question we hear often at Google Cloud: How do you safely run AI-generated code or untrusted binaries without putting your host application, data, and cloud credentials at risk? In other words, how do you give AI-written programs a safe space to run — one that keeps them completely separate from your trusted programs with higher privileges? Until now, developers had to build complex sandboxing infrastructure using container clusters or pay for specialized third-party microVM runtimes. T

Developers & Practitioners
Google Cloud BlogRead original
ExternalSoftware Engineering
GitHub Blog

How GitHub gave every repository a durable owner

GitHub had over 14,000 repositories. Fewer than half had clear ownership. Here's how we gave every active repository a validated owner in under 45 days, archived the rest, and made ownership the foundation for everything that followed. The post How GitHub gave every repository a durable owner appeared first on The GitHub Blog.

Application securityGovernance & complianceSecurity
GitHub BlogRead original
ExternalDevOps
AWS Containers Blog

Migrate Amazon EC2 to EKS Auto Mode using Kiro CLI and MCP servers

In this post, you walk through a practical migration scenario where a Node.js web application running on EC2 instances is migrated into a highly scalable, containerized service on EKS Auto Mode. You will learn how to configure and use the AWS and Amazon EKS MCP Servers with Kiro CLI to automate critical migration tasks from Dockerfile creation and image optimization to Kubernetes manifest generation and production deployment on EKS Auto Mode.

Advanced (300)Amazon EC2Amazon Elastic Kubernetes Service
AWS Containers BlogRead original
ExternalCloud
Google Cloud Blog

Solve harder problems with AlphaEvolve, now available to everyone on Google Cloud

Many of the most challenging and valuable problems in the world are related to optimization. Now, AI is now making these problems tractable. If you've ever tried to design a microchip, plan a delivery network, or optimize a training architecture for a large AI model, you know how hard it is to find the most optimized code. Traditional coding methods often cannot explore all the possible algorithms and implementations because the search space is simply too vast. To help, we introduced AlphaEvolve

AI & Machine Learning
Google Cloud BlogRead original
ExternalSoftware Engineering
GitHub Changelog

Organization-level targeting for GitHub Code Quality

Organization owners can now target a subset of repositories when enabling or disabling GitHub Code Quality, rather than applying it to every repository at once. This gives you more granular… The post Organization-level targeting for GitHub Code Quality appeared first on The GitHub Blog.

GitHub ChangelogRead original

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