Helmsniff is a Go CLI that scans rendered Kubernetes and Helm manifests and generates CSV or JSON reports of security misconfigurations. It flags issues like missing securityContexts, insecure HTTP URLs, hostNetwork usage, privileged containers and Docker socket mounts, and supports directory or stdin input, parallel execution, and standard Makefile targets.

• Helmsniff scans rendered K8s/Helm YAML and outputs a CSV or JSON report flagging misconfigurations like privileged containers, missing resource limits, hostNetwork usage, and Docker socket mounts.
• It accepts input from a directory or stdin, letting you pipe `helm template` output directly in without temp files, and supports parallel scanning of multiple charts via GNU parallel.
• Each report row includes chart path and file path context, with checks marked 1 (violation) or 0 (safe), plus K8S_STATUS/HELM_STATUS boolean fields.
• Built in Go (requires 1.22+ and GNU Make), with a clean codebase split into cmd/main.go, config, parser, and scanner modules, backed by tests and an ARCHITECTURE.md documenting each check.

This issue covers Cloudflare’s new real-time WAF rules, Anthropic’s Claude Fable and Mythos 5 models, and HashiCorp Boundary’s agent-aware access controls. It also highlights Microsoft Foundry’s model management, geo-distributed AI training with k0smos, plus tools like MemPalace, whichllm, a Rust Git rewrite, Kubernetes Inference Extension, and Cilium’s CI/CD hardening.

• Anthropic split Claude 5 into two tiers—Fable 5 for general use with a conservative safety layer, Mythos 5 with relaxed rails for vetted cyberdefense/life-sciences partners
• Mirantis and Logsight.ai used the open-source k0smos stack to pool Nvidia A100s in Quebec and AMD MI300Xs in Atlanta from Frankfurt, auto-scaling GPUs based on real-time electricity prices
• GitButler's Grit project rewrote Git in Rust using coding agents, passing 41,715 of 42,001 tests but burning 45 billion tokens and needing heavy human oversight
• MemPalace achieves 96.6% recall on LongMemEval by storing conversation memory as local text with no cloud calls