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This article covers deploying a multi-agent AI system to production using Terraform and Google Cloud Run.
Deployment retention policies have been updated to preserve active branch deployments with open or unmerged pull requests.
GitHub uses eBPF to prevent deployment circular dependencies by blocking network calls.
GitBook hosts 30,000 documentation sites on Vercel, serving 120 million monthly page views with sub-second cache invalidation using Next.js use cache directive and tag-based cache purging.
GitLab 18.11 introduces budget controls and usage guardrails for GitLab Credits to help organizations manage AI spending predictably and control access to GitLab Duo Agent Platform.
GitLab introduces two foundational AI agents to address gaps in the development lifecycle created by faster code generation.
Pinterest engineers debugged why Ray-based ML training jobs were crashing with intermittent network connectivity issues on Kubernetes clusters backed by AWS EC2.
Cloudflare launches the Registrar API in beta, enabling programmatic domain search, availability checking, and registration.
Google Cloud Platform released multiple product updates as of April 15, 2026, covering infrastructure enhancements and security patches.
Vercel reduces pricing for Turbo build machines by 16% with a new unified pricing model of $0.0035 per CPU per minute.
GitLab 19.0 introduces 15 breaking changes with a new approval process to minimize upgrade impact across deployments.
AWS Interconnect is now generally available, a managed service that establishes private, high-speed network connections between AWS VPCs and other cloud providers.
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