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368 posts tagged with "Engineering"

Engineering insights and technical deep dives

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BYOC's Hidden Floor: Porter's $225 AWS Tax and Flightcontrol's $397 Preview-Environment Paywall, Recomputed
·Dora Noda·9 min

BYOC's Hidden Floor: Porter's $225 AWS Tax and Flightcontrol's $397 Preview-Environment Paywall, Recomputed

Porter's BYOC pricing hides a ~$225/month AWS floor and Flightcontrol gates preview environments behind a $397/month plan. A line-by-line recompute of the same workload against a Cluster API fleet on owned Hetzner hardware.

self-hosting
PaaS
cost-optimization
infrastructure
+1
Preview Environments Went Mainstream in 2026 — Here's What a Per-PR Environment Actually Requires on a Cluster API PaaS
·Dora Noda·8 min

Preview Environments Went Mainstream in 2026 — Here's What a Per-PR Environment Actually Requires on a Cluster API PaaS

67% of enterprises are now investing in preview environments. Here's what the pattern actually requires underneath — fast per-branch deploy, zero-touch DNS/TLS, PR-close teardown — and why a Cluster-API git-push PaaS already has two of the three built.

PaaS
self-hosting
infrastructure
engineering
Railway's July 2 Outage: How a 20-Minute Network Blip Became a 2-Hour Storage Outage
·Dora Noda·9 min

Railway's July 2 Outage: How a 20-Minute Network Blip Became a 2-Hour Storage Outage

A 20-minute network blip at Railway on July 2, 2026 turned into two hours of degraded disk and 20,000 blackholed private-network tunnels — because of a hidden Linux routing bug nobody had tested under real load.

self-hosting
PaaS
infrastructure
engineering
Sidero Labs Ships CA Rotation and Cosign Verification for Talos and Omni — What's Automatic, What's Manual, and What Still Breaks
·Dora Noda·8 min

Sidero Labs Ships CA Rotation and Cosign Verification for Talos and Omni — What's Automatic, What's Manual, and What Still Breaks

Sidero Labs' Q1 2026 Talos/Omni release adds CA rotation on cluster import and native Cosign image verification. Here's exactly what each one does, which parts are operator-triggered rather than automatic, and a real bug that shipped with the new verification gate.

self-hosting
PaaS
infrastructure
engineering
+1
Fake Client vs envtest vs Testcontainers K3s: The Real Cost of Testing a Cluster API Controller
·Dora Noda·8 min

Fake Client vs envtest vs Testcontainers K3s: The Real Cost of Testing a Cluster API Controller

envtest runs a real Kubernetes API server but no controller-manager, so garbage collection never actually fires in your tests. Here's what that gap costs a Cluster API controller, and where Testcontainers' K3s module actually closes it.

engineering
infrastructure
PaaS
developer tools
vCluster Brought Karpenter to Bare Metal. Here's What Actually Changes for a Cluster-API Fleet
·Dora Noda·8 min

vCluster Brought Karpenter to Bare Metal. Here's What Actually Changes for a Cluster-API Fleet

vCluster's Auto Nodes brings Karpenter-style provisioning to bare metal. Here's the concrete mechanics, the Hetzner Cloud-vs-dedicated reality check, and the per-tenant control-plane cost a Cluster-API fleet actually pays for it.

self-hosting
PaaS
infrastructure
scalability
+1
Vercel's Two Build Incidents in Three Days: What a Shared Build Pipeline Actually Costs You
·Dora Noda·8 min

Vercel's Two Build Incidents in Three Days: What a Shared Build Pipeline Actually Costs You

Vercel's build pipeline broke twice in three days in July 2026 — missing Build Logs, then an elevated build failure rate. Here's what a shared, multi-tenant build system's failure mode actually costs you, and what changes when you own it instead.

self-hosting
PaaS
infrastructure
engineering
13 Critical CVEs, One Patch: What the vm2 Sandbox-Escape Wave Says About Isolating AI Agents at the Wrong Layer
·Dora Noda·8 min

13 Critical CVEs, One Patch: What the vm2 Sandbox-Escape Wave Says About Isolating AI Agents at the Wrong Layer

A May 2026 wave of 13 critical vm2 CVEs shows why JavaScript-level sandboxing can't contain AI-agent code — and why kernel-level isolation like gVisor and Kata Containers is the layer that actually holds.

security
AI
self-hosting
infrastructure
+1
Your Agent's Shell and Your Tenant's Container Cannot Share a Blast Radius
·Dora Noda·8 min

Your Agent's Shell and Your Tenant's Container Cannot Share a Blast Radius

A concrete node-pool, network-policy, and runtime-class architecture for keeping an AI agent's shell isolated from the tenant container it's deploying and operating.

security
infrastructure
self-hosting
AI
+1
Showing 235–243 of 368 posts