GoLive, an agent skill for Claude Code, automates live app deployment across Vercel, Supabase, Resend and Stripe using a user-approved pre-flight checklist that detects infrastructure needs, writes a …
A developer outlines MLOps best practices for 2026, arguing that while model training has become trivial, deploying reliable, scalable, and compliant models is harder than ever amid agentic AI, the EU…
Pulumi released Neo Security in research preview this week, an AI agent that scans cloud environments, validates which vulnerabilities are actually exploitable via live cloud API queries, and opens a …
A developer used Anthropic's Claude to generate a 3D interactive map and 64 documentation sheets for a Pulumi-managed homelab, publishing the result at homelab.robbeverhelst.com. After Claude's first …
HashiCorp is positioning HCP Terraform as the governance and control plane for AI-driven infrastructure, arguing that AI coding agents shift the biggest infrastructure challenge from writing configura…
Microsoft made the Azure Developer CLI (azd) extension framework generally available on August 11, introducing semver-stable interfaces, four distribution channels, MCP tool support, and a new `azd x …
A software engineering student, 16 months from graduation, has published a detailed DevOps roadmap based on stress-testing against 2026 hiring trends. The roadmap emphasizes hands-on building over pas…
Marmot, a data catalog platform, released a free OpenMetadata plugin that imports an entire OpenMetadata instance in about five minutes, including tables, topics, dashboards, pipelines, ML models, glo…
Nous Research's open-source Hermes Agent, an autonomous AI agent that runs as a persistent daemon and integrates with 20+ messaging platforms, offers a self-improving memory loop and 70 built-in tools…
Claude Code can automate infrastructure deployment from scratch, reducing deployment time from two hours to 15 minutes through iterative prompting, according to a technical walkthrough. The workflow r…
Bruno and a co-founder launched Marmot, an open-source context catalog that maps services, APIs, databases, and pipelines for both human developers and AI agents. The tool, released under an MIT licen…
A developer compared seven synthetic monitoring tools in 2026, evaluating them on browser fidelity, authoring methods, location coverage, alerting, forensics, and pricing models. Checkly was highlight…
Swamp, initially built for infrastructure automation, has evolved into a domain-agnostic automation primitive as users applied it to security scanning, cost analysis, and infrastructure validation. Th…
A developer launches a personal blog focused on FinOps, Pulumi, AI tooling, agent design, and infrastructure war stories, with occasional posts on brisket and ham radio. The first upcoming post will u…
Infrastructure-as-code tools like Terraform and Kubernetes impose a "200% learning tax" by requiring users to master both the tool's abstraction and the underlying cloud API, with knowledge failing to…
A Hacker News user questioned whether YAML and other declarative configuration languages remain necessary in a post-LLM world, arguing that AI models could replace complex YAML files with simpler natu…