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kubernetes
51 postsMCP goes stateless: the protocol's biggest update since launch
MCP's biggest update yet moves the protocol to a stateless architecture, adds a 12-month deprecation policy, and eyes enterprise-scale AI agents.
How mirrord Now Runs Natively on Windows
mirrord drops its WSL requirement and now runs natively on Windows, using manual DLL injection and deep IDE integrations instead of LD_PRELOAD.
IPv6-first EKS on AWS in 2026: what still forces NAT back in
A 2026 field report on running IPv6-first EKS on AWS: the remaining IPv4 traps in RDS, ECR, CloudFront and SDKs, and the real cost savings.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.com600 AI Architectures: What LLMs Default to When Designing Systems
Six LLM families produced 600 system architectures from identical briefs, exposing default tech choices, low consensus in key layers, and constraint-driven shifts.
Celly Brings 100% Conformant CEL to Native C#/.NET
Celly is a native, pure C# implementation of Google's CEL with 100% cel-spec conformance and near cel-go performance.
Kubernetes DNS on AWS, Part 2: The Hidden ztunnel Layer
EKS DNS timeouts traced to Istio ambient mode's ztunnel DNS capture, a hidden layer that mimics NodeLocal DNS failures — fixed with one annotation.
After ingress-nginx retirement, what your migration plan owes production
Kubernetes SIG Network has stopped maintaining ingress-nginx. CNCF outlines a Contour swap or Gateway API move, plus a pre-cutover checklist for teams.
AI Escape Room: Docker CTF Rebuilds the 2026 Hugging Face Breach
A Docker Compose CTF lab recreates the 2026 Hugging Face agent breach, covering SSRF, SSTI, HDF5 exfiltration, and Kubernetes pivoting for security training.
AI Sandboxing: The Real Risk Lives in Infrastructure, Not the Model
As autonomous AI agents gain access to tools, credentials, and infrastructure, security focus is shifting from model behavior to runtime isolation and sandboxing.
Using Kubernetes ConfigMaps as a Real-Time State Store
A Python demo shows how Kubernetes' watch API turns ConfigMaps into a real-time pub/sub change feed using asyncio, without polling or pod restarts.