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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.

CVE-2026-50566: How Namespace-Scoped RBAC Became a 9.9 Node Compromise in Fission
·Dora Noda·9 min

CVE-2026-50566: How Namespace-Scoped RBAC Became a 9.9 Node Compromise in Fission

A routine namespace-scoped RBAC grant let a Fission tenant escalate to node compromise — why RBAC was never a sandbox boundary, and what it means for platforms scheduling tenant code on shared nodes.

security
infrastructure
self-hosting
cybersecurity
+1
The Deploy That Pointed at Nothing: Firetiger's CI Race Condition and the One Check That Would Have Stopped It
·Dora Noda·9 min

The Deploy That Pointed at Nothing: Firetiger's CI Race Condition and the One Check That Would Have Stopped It

A canceled CI build fooled Firetiger's deploy pipeline into shipping a container image ID that was never built, triggering an 8-hour ingest outage. Here's the exact failure chain, and the one registry check that would have caught it.

self-hosting
PaaS
infrastructure
engineering
Dokploy Passed CapRover's GitHub Stars in Two Years, Not Nine
·Dora Noda·8 min

Dokploy Passed CapRover's GitHub Stars in Two Years, Not Nine

CapRover took nearly nine years to reach 15,109 GitHub stars. Dokploy passed that number in about two. The GitHub API data, and the Docker Compose gap behind it, explain why.

self-hosting
PaaS
developer tools
engineering
+1
Docker Compose's models: Key Has Been in the Official Spec Since June 2025 — What That Means for a Compose-to-Cluster-API Build Step
·Dora Noda·9 min

Docker Compose's models: Key Has Been in the Official Spec Since June 2025 — What That Means for a Compose-to-Cluster-API Build Step

Docker Compose's models: key for defining AI models, agents, and MCP tools has quietly been part of the vendor-neutral Compose Specification since June 2025 — here's the exact YAML, and what it means for a git-push PaaS's build pipeline.

self-hosting
PaaS
AI
engineering
Ceph Tentacle's FastEC vs MinIO's Maintenance Mode: What Self-Hosting Block and Object Storage Looks Like on a Cluster-API Fleet in 2026
·Dora Noda·9 min

Ceph Tentacle's FastEC vs MinIO's Maintenance Mode: What Self-Hosting Block and Object Storage Looks Like on a Cluster-API Fleet in 2026

Ceph Tentacle's FastEC cuts erasure-coding overhead for small block I/O by 2-3x. Worked out on real Hetzner-class hardware against 3x-replicated Longhorn, plus the January 2026 production incident that shows exactly how not to enable it.

self-hosting
PaaS
infrastructure
engineering
What Bunnyshell and Okteto Actually Charge for 'Namespace Per PR' — And What It Costs to Build Once
·Dora Noda·9 min

What Bunnyshell and Okteto Actually Charge for 'Namespace Per PR' — And What It Costs to Build Once

A line-by-line breakdown of what Bunnyshell's per-minute meter and Okteto's per-seat fee actually cost a mid-size team's PR preview environments each month, versus building the same namespace-per-PR workflow on owned Cluster API infrastructure.

self-hosting
PaaS
cost-optimization
infrastructure
Friendly Fire: The AI Security Review That Executes the Attack It's Supposed to Catch
·Dora Noda·9 min

Friendly Fire: The AI Security Review That Executes the Attack It's Supposed to Catch

AI Now Institute's Friendly Fire exploit turns Claude Code and Codex's own security reviews into remote code execution — here's how it works and what it means for scoping AI agent permissions on a deploy pipeline.

security
cybersecurity
AI agents
Model Context Protocol
+1
Your Deploy Agent Has the Same Privileges as a Human Push — and No Insurance
·Dora Noda·10 min

Your Deploy Agent Has the Same Privileges as a Human Push — and No Insurance

AIUC-1 and California's AB 316 just made 2026 the year AI agent liability got real, while insurers quietly excluded it from standard coverage. Here's what's actually covered, what isn't, and the audit-trail and permission design a deploy-from-chat platform needs today.

AI agents
compliance
PaaS
self-hosting
+1
Gateway API v1.6 Graduates UDPRoute to GA: What It Actually Takes to Route Non-HTTP Traffic on a Self-Hosted PaaS
·Dora Noda·9 min

Gateway API v1.6 Graduates UDPRoute to GA: What It Actually Takes to Route Non-HTTP Traffic on a Self-Hosted PaaS

Gateway API v1.6 made UDPRoute GA, but controller support is uneven, there's an upgrade-order trap that drops traffic, and UDPRoute still can't multiplex tenants on one port the way HTTPRoute does. Here's what actually changes, with a working example.

self-hosting
PaaS
infrastructure
migration
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