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103 posts
Docker Kanvas automates the conversion of Docker Compose files into Kubernetes manifests, challenging Helm and Kustomize. Here's a practical look at what it produces and where it fits in a modern DevOps workflow.
Anthropic's Model Context Protocol has crossed 97 million installs and moved to Linux Foundation governance. Every major AI provider now ships MCP-compatible tooling. Here's what this transition means for developers building AI agents.
React Compiler hit stable status with React 19.2, promising automatic memoization without manual useMemo/useCallback. Here's what changed, what still needs attention, and how to adopt it in an existing codebase.
GitHub's 2026 security roadmap introduces workflow dependency locking and OIDC custom property claims (GA in April). Here's what they protect against and how to implement them.
OpenAI released GPT-5.5 on April 23, 2026, scoring 82.7% on Terminal-Bench 2.0 and challenging Claude Opus 4.7's lead in agentic workflows. A practical comparison of when to use each model.
Vercel AI Gateway consolidates access to 100+ AI models through a single endpoint, with built-in fallbacks, cost tracking, and observability. A practical guide to integrating it in Next.js apps.
The 2026 CAST AI report shows the average Kubernetes cluster runs at 8% CPU and 5% GPU utilization. Here's why it happens, how to fix it with VPA and Karpenter, and why Platform Engineering is becoming the structural solution.
Six frontier models released in six weeks. The age of committing to a single LLM is over — here's how to architect AI agents that route tasks to the best model available.
React Compiler reached stable status in React 19.2, eliminating the need for manual memoization. With TypeScript now used by 67% of developers, here's what these shifts mean in practice.
A 2026 report puts AI-generated code at 42% of committed React code in enterprise projects. That number changes what TypeScript is useful for and what human code reviewers should focus on.
Kubernetes v1.36 ships at end of April 2026 with kubelet API authorization at GA and suspended Job resource updates in beta. Here's what changes in practice, plus a look at the AI ops tooling wave running alongside it.
Three frontier models shipped within days of each other in April 2026. The real challenge now isn't picking a winner — it's designing a routing system that uses each where it makes sense.