About OpsCanary
Official DevOps docs, AI-written, daily.
Why we built this
DevOps moves fast. Kubernetes releases every 4 months. AWS ships hundreds of features per year. Terraform changes its license. You can't read everything — but you can't fall behind either.
OpsCanary is a daily reading habit. Every morning you get 3-5 original articles, written from official documentation, capped at 30 minutes total. Each article is followed by a quiz to lock in what you just read. No Medium noise, no outdated blog posts — only official sources.
How it works
We crawl official sources nightly
RSS feeds from AWS, Azure, Kubernetes, CNCF, HashiCorp, GitHub, Grafana, and OpenTelemetry are checked every night. New pages are added automatically.
AI writes original articles from the docs
We extract structured facts from each page — key concepts, code examples, warnings, version info. Then we write an original article from those facts. Not a paraphrase. Not a copy. A new article, grounded in official content.
You get a personalised 30-min brief
Each day the algorithm selects 3-5 articles based on your topic interests, ensures topic diversity, and caps the total at 30 minutes. After reading, you take a short quiz.
A note on AI-generated content
All articles on this site are written by AI using official documentation as source material. While we do our best to ensure accuracy, AI can make mistakes. Always verify technical details with the official documentation before applying them in production. Links to official sources are provided on every article page.
Official sources we use
Ready to start your daily habit?
Read today's brief