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246 posts tagged with "Engineering"

Engineering insights and technical deep dives

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CNCF's Platform Engineering Maturity Model Just Got a v2 — We Ran a Cluster-API PaaS Through All 5 Aspects
·Dora Noda·9 min

CNCF's Platform Engineering Maturity Model Just Got a v2 — We Ran a Cluster-API PaaS Through All 5 Aspects

CNCF shipped a v2 of its Platform Engineering Maturity Model at KubeCon EU 2026. Here's what actually changed in the rubric, and a concrete, honest self-assessment of a Cluster-API git-push PaaS against all 5 aspects.

self-hosting
PaaS
infrastructure
engineering
Convex's FSL License Bans Building a Competitor: What 'Open, Except to Compete With Us' Actually Costs You
·Dora Noda·9 min

Convex's FSL License Bans Building a Competitor: What 'Open, Except to Compete With Us' Actually Costs You

Convex's backend is source-available under the Functional Source License — free to self-host, but banned from powering a competing hosted product for two years. Here's what that non-compete clause actually forecloses, concretely, versus a plain Apache-2.0 license.

self-hosting
PaaS
developer tools
engineering
Kubernetes Promised a CSI for Buckets in 2022. It's Still Pre-Alpha Four Years Later
·Dora Noda·9 min

Kubernetes Promised a CSI for Buckets in 2022. It's Still Pre-Alpha Four Years Later

COSI, Kubernetes' answer to 'CSI for buckets,' targeted beta by Kubernetes 1.32 in December 2024. It's mid-2026 and the project is still pre-alpha. Here's the dated timeline, what hosted PaaS platforms shipped instead, and what a self-hosted PaaS should build for tenant object storage right now.

self-hosting
PaaS
infrastructure
engineering
Daytona vs E2B for Self-Hosted AI Sandboxes: The Helm Chart Doesn't Do What You Think
·Dora Noda·9 min

Daytona vs E2B for Self-Hosted AI Sandboxes: The Helm Chart Doesn't Do What You Think

Daytona's Helm chart looks like the easy self-hosting path for AI code sandboxes, but its own README shows the control plane never leaves Daytona's cloud. Here's what standing up Daytona and E2B actually requires on a Cluster API–managed fleet.

self-hosting
PaaS
infrastructure
AI
+1
Devpush's No-Dockerfile Bet: What a Curl-Pipe Install Buys a Solo Python Dev, and Where It Runs Out
·Dora Noda·8 min

Devpush's No-Dockerfile Bet: What a Curl-Pipe Install Buys a Solo Python Dev, and Where It Runs Out

Devpush skips Dockerfiles entirely and installs with a curl-pipe-to-bash script on one box. A concrete look at what that buys a solo Python or Node developer's time-to-first-deploy, and the specific points — language support, background workers, a second machine — where the bet runs out.

self-hosting
PaaS
infrastructure
engineering
+1
DX's 13-Minutes-Per-Point Number: What a 40,000-Developer Panel Actually Proves About Golden-Path ROI
·Dora Noda·9 min

DX's 13-Minutes-Per-Point Number: What a 40,000-Developer Panel Actually Proves About Golden-Path ROI

DX's headline claim is that each one-point DXI gain saves 13 minutes a developer a week — a number from a 40,000-developer survey panel, not a stopwatch. Here's what it actually proves, what it can't, and the instrumented time-to-first-deploy metric a self-hosted platform can measure instead.

PaaS
self-hosting
engineering
productivity
+1
Elestio's 400+ App Catalog Passes Coolify's: Why Catalog Size Is the Wrong Way to Rank a Self-Hosted PaaS
·Dora Noda·9 min

Elestio's 400+ App Catalog Passes Coolify's: Why Catalog Size Is the Wrong Way to Rank a Self-Hosted PaaS

Elestio now leads the self-hosted PaaS category with 400+ one-click apps, ahead of CapRover, Coolify, PikaPods, and Cloudron. The numbers are real — but they measure a different product than a git-push PaaS builds. Here's the actual table, what catalog size hides, and what a Cluster-API platform should borrow instead of chasing the count.

self-hosting
PaaS
infrastructure
engineering
Fly.io's July 3 ORD Outage: Two Upstream Failures, 18 Hours Apart, and the Fault Domain You Don't Get to Choose
·Dora Noda·8 min

Fly.io's July 3 ORD Outage: Two Upstream Failures, 18 Hours Apart, and the Fault Domain You Don't Get to Choose

Fly.io's July 3, 2026 status history reads like one 18-hour ORD outage, but it was two separate upstream failures hours apart. Here's the verbatim timeline and what a rented-rack fault domain actually costs you versus owning the fleet.

self-hosting
PaaS
infrastructure
engineering
Grafana 13's Loki Rewrite Cuts Log Storage Overhead From 2.3x to 1x — the Catch Is a New Kafka Dependency
·Dora Noda·9 min

Grafana 13's Loki Rewrite Cuts Log Storage Overhead From 2.3x to 1x — the Catch Is a New Kafka Dependency

Grafana 13's Loki rewrite drops effective log-replication overhead from 2.3x to roughly 1x and adds a one-command OpenTelemetry install — but distributed deployments now need a Kafka cluster, and the real trade-off is worth the arithmetic.

self-hosting
PaaS
infrastructure
engineering
+1
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