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As autonomous agents write code, install packages, and run tools on their own, cloud-native infrastructure is moving toward VM-grade isolation around them. We look at why container-level isolation stopped being enough.
Anthropic gave Claude Code and Claude Cowork the ability to operate a computer in the background. Here's what that changes for agentic workflows, and where a human still needs to stay in the loop.
Next.js 16's Cache Components model combines Partial Pre-Rendering with an explicit use cache directive. We walk through what changes in practice, and where the old mental model of fetch caching stops applying.
2026's DevOps conversation keeps circling back to teams ripping out Kubernetes they didn't need. Here's the checklist webhani actually uses with clients before recommending K8s over a simpler container setup.
Sakana AI's Fugu Ultra v2 isn't a single frontier model — it's an orchestration engine that routes tasks across a fixed pool of specialized models and calls itself recursively. Here's what that architecture means for teams currently building their own multi-model routing layer.
Vue 3.6 RC ships Vapor Mode feature-complete — components that compile straight to DOM operations with no virtual DOM. Here's how the opt-in model works, where the performance gains actually come from, and how to think about adopting it incrementally.
Anthropic's September 2026 update lets Claude Cowork and Claude Code operate apps in the background on macOS. We look at what changed, where it fits real developer workflows, and how to pilot it safely.
Kubernetes 1.36 splits gang scheduling into a static Workload template and a runtime PodGroup API, with Job controller integration for distributed training and batch jobs. Here's what it fixes and how to evaluate it.
Next.js 16.3 adds experimental component-level chunking, graph-based CSS chunking, and staleTimes controls. We break down what each flag does and when it's worth enabling.
Sonar's 2026 State of Code Developer Survey found that 42% of committed code is AI-assisted, yet only 29% of developers trust the output. Here's how webhani structures code review to close that gap.
CVE-2026-29000, a CVSS 10.0 authentication bypass, worked by wrapping an unsigned JWT inside an encrypted JWE to slip past signature verification. Here are the recurring implementation mistakes behind it.
The Kubernetes ecosystem is picking up KYAML, a stricter YAML dialect. Here's what specific problems it solves — ambiguous type coercion, indentation drift — with real manifest examples.