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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.
Tekton Joins the CNCF: What Building a Git-Push PaaS's Pipeline Directly on Kubernetes CRDs Actually Buys You
Tekton became a CNCF incubating project on March 24, 2026. Here's what building a self-hosted PaaS's build pipeline directly on its Task and Pipeline CRDs actually gets you architecturally — and where the platform still has to fill in the gaps.
How SNCF Cut Kubernetes Cluster Provisioning From 30 Days to 30 Minutes With Cluster API
SNCF rebuilt its on-prem Kubernetes fleet around Cluster API, cutting cluster provisioning from 30 days to 30 minutes and reconciling every cluster monthly with zero drift — a real-world case for owning the machines under a self-hosted platform.
Your Namespace-Scoped Sealed Secret Wasn't: What CVE-2026-22728's Rotation Bug Actually Broke
A rotation-endpoint bug in Bitnami's Sealed Secrets let attacker-controlled annotations turn a namespace-scoped secret cluster-wide — without touching Kubernetes RBAC at all. Here's the attack, and the NetworkPolicy audit every shared cluster needs to run.
PowerDNS Operator: The Last Layer a Self-Hosted PaaS Still Outsources
PowerDNS Operator turns DNS zones and records into Kubernetes Custom Resources so tenants can self-serve custom domains via RBAC instead of a shared API credential — here's the CRD model, the win over external-dns, and the anycast tradeoff it doesn't solve.
Your Files Never Moved: What Plex's July 2026 Outage Reveals About Fake Self-Hosting
Plex's July 14, 2026 outage never touched a single self-hosted file — but users still got locked out, because auth and discovery route through Plex's cloud by default. Here's what that reveals about the gap between owning your disk and owning your infrastructure.
The State of Platform Engineering Vol 4: 29.6% of Platform Teams Don't Measure Success at All
A 2026 survey of 518 platform engineers found nearly a third don't measure success at all. Here's what the budget and adoption data actually show — and three cheap metrics to instrument instead so your platform isn't next year's defunded line item.
Next.js 16.2 Ships a Stable Adapter API — Vercel's Build Contract Is Now Public
Next.js 16.2's stable Adapter API turns Vercel's once-private build output into a public, testable contract. Here's what the NextAdapter interface actually exposes, and what it takes for a self-hosted platform to build a native adapter instead of guessing.
A 'Medium' CVE Popped a Full Reverse Shell: What ms-agent's Six-Layer Regex Bypass Teaches About Agent Sandboxing
CVE-2026-2256 scored a 'Medium' 6.5 on CVSS, but its proof-of-concept is a full reverse shell through an AI agent's own shell tool. Here's exactly how a six-layer regex denylist got bypassed, and why only a real sandbox boundary — not command validation — closes the gap.
Your Monitoring Stack Was a Root Shell: What Kubernetes v1.36's Kubelet Authorization GA Actually Fixes
Kubernetes v1.36 closes a real RCE hiding in nodes/proxy, but its GA authorization split is scoped by operation type, not by tenant — here's what it actually fixes and where pod-level break-glass access still has to live.
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