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

Ingress-NGINX Is Already Retired: An Ingress2Gateway Migration Walkthrough for Self-Hosted Clusters
·Dora Noda·8 min

Ingress-NGINX Is Already Retired: An Ingress2Gateway Migration Walkthrough for Self-Hosted Clusters

Ingress-NGINX's retirement isn't a future deadline — it happened in March 2026, and unpatched clusters have been exposed for months since. A concrete ingress2gateway walkthrough against a real annotation set shows exactly what converts automatically and what needs a hand pass.

Kubernetes
self-hosting
migration
security
+1
Hetzner's 45-Hour ASH Load Balancer Outage: What a Managed LB Costs a Fleet That Doesn't Run Its Own
·Dora Noda·9 min

Hetzner's 45-Hour ASH Load Balancer Outage: What a Managed LB Costs a Fleet That Doesn't Run Its Own

A Hetzner-managed Load Balancer in ASH went down for 45 hours on July 13, 2026, taking every healthy tenant behind it offline. Here's the actual blast-radius math, and what running kube-vip or MetalLB yourself instead would have cost and bought back.

self-hosting
PaaS
Kubernetes
infrastructure
+1
Heroku Retired Its Data Bridge Add-On. The 'Smooth' Migration Path Is the Real Warning.
·Dora Noda·9 min

Heroku Retired Its Data Bridge Add-On. The 'Smooth' Migration Path Is the Real Warning.

Salesforce retired Heroku Data Bridge and even offered a migration path — but the path was entirely Salesforce's to design, schedule, and re-bill. Here's why a vendor-provided replacement still isn't the same as not being locked in, and a five-question framework for auditing your own bundled PaaS integrations before the next one hits.

self-hosting
PaaS
migration
compliance
HAMi Becomes a CNCF Incubating Project: What Fractional GPU Sharing Actually Buys a Fleet With a Handful of Cards
·Dora Noda·10 min

HAMi Becomes a CNCF Incubating Project: What Fractional GPU Sharing Actually Buys a Fleet With a Handful of Cards

HAMi just reached CNCF Incubating status, and its own case studies show why it matters: DaoCloud cut GPU costs roughly in half after adopting it. Here's the actual per-tenant cost math for fractional GPU sharing versus buying a whole card per AI-agent sandbox.

Kubernetes
infrastructure
self-hosting
AI
+1
Earthly Shut Down a Year Ago. Here's What Betting on a VC-Funded Build Tool Actually Costs
·Dora Noda·8 min

Earthly Shut Down a Year Ago. Here's What Betting on a VC-Funded Build Tool Actually Costs

Earthly raised $8.6M, hit 12,000 GitHub stars, then shut down its cloud and open-source project within a year. A dated retrospective on what the arranged migration to Dagger actually cost users, and why picking commodity build specs over single-vendor DSLs is the real fix.

self-hosting
PaaS
migration
developer tools
Dokploy and Coolify Stopped Calling Themselves 'Heroku Alternatives.' Here's What That Actually Means
·Dora Noda·8 min

Dokploy and Coolify Stopped Calling Themselves 'Heroku Alternatives.' Here's What That Actually Means

Dokploy and Coolify used to pitch themselves as Heroku replacements. In 2026 both lead with Vercel and Netlify instead — a rebrand backed by real pricing math, GitHub star counts, and a feature gap that says a lot about who's actually migrating.

PaaS
self-hosting
infrastructure
cost-optimization
+1
Docker Engine v29 Raised Its API Floor to 1.44 — Here's Exactly Who Survived
·Dora Noda·8 min

Docker Engine v29 Raised Its API Floor to 1.44 — Here's Exactly Who Survived

Docker Engine v29 raised its minimum client API version to 1.44 and instantly broke every self-hosted tool with an older version hardcoded. A tool-by-tool accounting of who fixed it, who didn't, and why the difference wasn't luck.

self-hosting
PaaS
infrastructure
engineering
Docker Cancels Hub Pull-Rate Charges Outright: What Walking Back a Pricing Threat (Not Just Postponing It) Signals About Registry Cost Risk on Owned Hardware
·Dora Noda·9 min

Docker Cancels Hub Pull-Rate Charges Outright: What Walking Back a Pricing Threat (Not Just Postponing It) Signals About Registry Cost Risk on Owned Hardware

Docker didn't just delay its Hub pull-consumption pricing again — it cancelled the plan outright in April 2025. Here's what that reversal actually changed, what rate-limit risk survived it untouched, and what a pull-through cache costs to run on owned hardware versus metered cloud infrastructure.

self-hosting
PaaS
Kubernetes
cost-optimization
+1
CNCF Says Cloud Native Already Runs AI. Here's What Actually Transfers to a Git-Push PaaS
·Dora Noda·10 min

CNCF Says Cloud Native Already Runs AI. Here's What Actually Transfers to a Git-Push PaaS

CNCF says the same cloud-native primitives already run web apps and AI workloads. Here's exactly what transfers to a git-push PaaS today — GitOps, containers, observability — and what still doesn't: GPU scheduling, disaggregated serving, and multi-agent orchestration.

Kubernetes
AI
infrastructure
PaaS
+1
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