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310 posts
The community-maintained Ingress-NGINX controller reached end of life in March 2026, and roughly half of all cloud-native clusters still run it. Here's how to assess your exposure and what an actual migration to Gateway API looks like.
The Model Context Protocol's 2026-07-28 revision drops the initialize handshake and session IDs in favor of a stateless core, and tightens auth to real OAuth 2.0/OIDC. Here's what breaks, what gets easier, and how to plan a server migration.
Next.js 16.3 preview ships a persistent Turbopack build cache, Rust-based React Compiler support, and AI-agent-friendly error messages. Here's what to adopt now, what to pilot cautiously, and what to actually measure before you claim a win.
July 2026 brought Claude Opus 5, GPT-5.6, and Grok 4.5 within weeks of each other, plus a quiet lesson from Anthropic about how model quality can regress without a version bump. Here's how to actually evaluate and adopt these models for a coding workflow.
Kubernetes is mainstream infrastructure in 2026, but that doesn't mean every small team needs it. A practical look at when to adopt K8s, how to tier your tooling (kubectl, K9s, Lens), and what to instrument before reaching for a FinOps platform.
Next.js 16.3 adds Turbopack's filesystem cache, memory eviction, and a Rust port of the React Compiler. Here's where each one helps in the dev server and production builds, plus how to wire the cache into CI.
Docker Compose now runs quantized LLMs natively via the Model Runner, wiring local inference to your app with environment variables. We explore when this replaces a cloud API and when it doesn't.
Moonshot AI released the world's largest open-weight model on July 26, 2026 — 2.8 trillion parameters with a 1M token context. Here's how to evaluate whether your team should self-host it, use a hosted API, or stick with a smaller model.
npm v12 (July 2026) blocks install scripts by default — the most significant security redesign in npm's history. Here's what actually needs those scripts, how to allowlist safely, and what your CI/CD pipeline needs to know.
AWS launched EC2 C9g and C9gd instances on Graviton5, promising up to 25% better compute performance. Here's how to evaluate whether the migration pays off for your workload.
Anthropic updated Claude's voice mode so users can choose between Opus, Sonnet, and Haiku. Here is why that matters for anyone building voice-driven AI products.
Next.js 16.3 canary moves outputHashSalt and immutable static asset config out of experimental. Here's what each option actually controls and where it matters in a deploy pipeline.