The Canyon Review· 1 min read
GitHub stars are not a metric
Stars measure marketing reach on launch week. What to count instead when a repo has to carry production weight. Four hundred words.
#open-source#evaluation
Tooling
11 articles
· 1 min read
The deadlines your stack hits in the next twelve months, ranked by pain
EOLs, ESU cliffs and certificate deadlines between now and next August, in one table you can tape to the wall. Check it against your estate this week.
#eol#planning#lifecycle
· 3 min read
AI model retirement notice, ranked by how much warning you get
Bedrock promises a year, OpenAI six months, Anthropic sixty days, Google a date that may move. Four ways to buy the same models, ranked by fuse length as of August 2026.
#ai-apis#deprecation#rankings
· 2 min read
Self-hosted observability stacks, ranked by total weekend cost
Grafana LGTM, VictoriaMetrics, SigNoz, Zabbix and Netdata ranked for teams leaving the Datadog bill behind. Weekends counted honestly.
#observability#self-hosted#monitoring
· 2 min read
Getting traffic into your self-hosted box, ranked
Cloudflare Tunnel, Tailscale, ngrok and plain WireGuard ranked for exposing homelab and small-team services without opening port 443 to the world.
#self-hosted#networking#tunnels
· 2 min read
Email APIs, ranked by deliverability per dollar
SES, Postmark, Resend and Mailgun ranked for transactional email. What you pay per thousand sends and what lands in inboxes.
#email#tooling#pricing
· 2 min read
Secrets managers, compared without the theater
Vault, AWS Secrets Manager, Doppler, Infisical and SOPS compared for small teams. What rotation actually costs and who needs it.
#secrets#security#tooling
· 2 min read
Error tracking, ranked by signal per dollar
Sentry, Honeybadger, Rollbar, Bugsnag and GlitchTip ranked for a small team that wants stack traces, not a data platform.
#errors#tooling#pricing
· 1 min read
Your benchmark box is lying to you
Burstable instances hand out CPU credits, your ten-minute benchmark spends them, and the numbers you shipped to the team are fiction. The five-minute fix.
#benchmarks#cloud
· 3 min read
Kubernetes distributions for small teams, ranked by regret
k3s, Talos, k0s, MicroK8s and managed EKS ranked for teams of ten or fewer. Scored on overhead, upgrade pain and time to first useful deploy.
#kubernetes#infrastructure#self-hosted
· 2 min read
How we score things (and why "contact sales" costs you points)
The rubric behind every ranking on this site, published so you can argue with it. Ops burden 40%, real cost 30%, fit 20%, tooling 10%.
#methodology#rankings