About
Most observability writing is a horror story.
This is the other half.
Outages, nightmares, dashboards that lied. Those stories matter, but they are only half the picture. o11yparadise is for the incident caught before a customer noticed, the alert that fired exactly when it should, and the on-call week that felt almost too easy.
We think these calm moments teach just as much as the disasters, and they are far more encouraging, because they prove that observability done right is not a fantasy. It is a set of practices you can adopt on Monday.
Calm is a practice
Quiet nights come from specific, repeatable habits, not luck. None of it is exotic. All of it is learnable.
Credit the boring work
The linter that caught the bad label. The runbook someone bothered to write. They rarely make headlines and they are exactly what makes a system calm.
Blameless, always
Every story is told without pointing fingers. We change names and details so the lesson travels and the people stay safe.
Vendor neutral
The practices here work with any stack. Tools are judged on evidence, and a good story about the tool you use is always welcome.
How the light stays lit
The collection grows from submissions. An engineer shares a win, a human reads it, and the good ones are published under whatever name the teller chooses. There is no firehose and no scraping.
The stories show what calm looks like. Beyond the Dashboard, our technical series, explores the engineering behind it: investigations, architecture decisions, and their tradeoffs. If you have a story, share it. If you just want to learn, start with the stories or the practices.
Chaitanya Sistla is the editor of o11yparadise and the author of Beyond the Dashboard.
Editorial standards
O11y Paradise is an independent, vendor-neutral observability publication. Contributors may work for organizations building observability technologies. Views expressed here are editorial perspectives, not endorsements of any particular vendor.
- No sales content in the editorial. Articles are not product advertisements. Tools, including those built by contributors' employers, appear only where they are technically relevant.
- Affiliations are disclosed. Chaitanya Sistla works at OpenObserve, which builds observability software. This is stated on his author page and on every episode he writes.
- Fair treatment of tools. We do not rank vendors without documented evidence, and vendor benchmarks are attributed to the vendor, not repeated as fact.
- Evidence is labeled. We do not invent customer stories, benchmarks, or production outcomes. Beyond the Dashboard episodes say in the text when an example is constructed rather than taken from production, and stories carry a label once the editors have confirmed their origin.
- Sponsorships stay separate. Any sponsored content or partnership will be clearly marked and kept apart from editorial.
Labels you will see
- Real incident
- Drawn from a production incident the author worked on. Identifying details are removed.
- Anonymized experience
- Based on a real engineering experience, with names, numbers, and identifying details changed.
- Simulated lab
- A scenario reproduced in a test environment to show the technique. It is not a production incident, and any numbers are from the lab or illustrative.
- Hypothetical example
- A constructed example used to explain an idea. It did not happen to a real team.
- Firsthand account
- Told by the engineer who lived it, with identifying details removed.
- Composite story
- Combines several real experiences into one narrative. No single team lived it exactly this way.
- Illustrative example
- A constructed scenario that shows the practice. It did not happen to a real team.
May your dashboards always tell the truth.
Reach us at stories@o11yparadise.com