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SadServers.com - Practical Linux & DevOps Troubleshooting
Can you troubleshoot Traefik proxy issues? New SadServers scenario “San Juan” sadservers.com/scenario/san...
SadServers: "San Juan": mucho Traefik - traefik, docker Troubleshooting Lab
Linux Troubleshooting Labs Interview DevOps SRE
sadservers.com
February 15, 2026 at 4:21 PM
The latest SadServers newsletter went out today, showing the new scenarios since the previous one and some comments about them: list.sadservers.com/archive/4cfd...
SadServers Newsletter #17: new scenarios
list.sadservers.com
February 3, 2026 at 4:25 PM
The popularity of the “Saskatoon” scenario results in many incorrect user solutions, often because they are missing a "sort" but also perhaps because the solution file was considered "wrong" without an ending newline. Fixed the latter and added a verification tip.
January 28, 2026 at 9:50 PM
Scheduled this weekend: new SadServers prices & offerings.
-Current Pro users keep their low price & all features.
-New Pro+ plan will get new features.
Responding to users' feedback:
-Introducing a new Business Pay-Per-Use plan.
-All subscriptions get bigger yearly discounts.
January 22, 2026 at 10:45 PM
LinkedIn feedback 🙂
January 17, 2026 at 3:38 PM
The beginning of the year and resolutions (for example, learning something new) is a good reminder that we humans tend to overestimate what we can do short term and underestimate what we can do long term.
January 2, 2026 at 9:36 PM
For AWS in North America, you want to be in the Ohio region 😉
December 24, 2025 at 6:34 PM
SadServers 2025 year in review (spoiler: it was very good) docs.sadservers.com/blog/2025-ye...
2025 Year in Review
We are wrapping up the third year of SadServers, this 2025 has been our best one yet and I wanted to recap some of the things that happened. The number of Linux and DevOps scenarios almost doubled, t...
docs.sadservers.com
December 22, 2025 at 11:36 PM
Usually we don't like to spend time on things that don't have a direct positive impact on users but a good refactor of the backend code was long overdue.

A few bugs caught and improved performance so far; got rid of our two most expensive queries for example 😀🚀
December 19, 2025 at 12:46 AM
Given the participation and the feedback, seems like the SadServers #AdventOfSysadmin was a huge success! 😀
love.sadservers.com/t/b3d1886b-4...
Testimonial from Mr. X
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love.sadservers.com
December 15, 2025 at 11:49 PM
A modular monolith tends to be a good option www.twilio.com/en-us/blog/d...
Goodbye Microservices
Discover Twilio’s shift to a single powerful service! Learn cloud communication trends, customer success stories, and how to build scalable apps. Join now!
www.twilio.com
December 14, 2025 at 5:30 PM
Looks like we'll have to look into having a second active AWS region; the price of success and having so many ec2 instances created is that sometimes a few fail 🫤
December 12, 2025 at 4:27 PM
Last day of #AdventOfSysadmin , culminating with a hard but fun scenario.

Then we’ll start adding clues & solutions to the 11 new Advent challenges.
December 12, 2025 at 3:19 PM
Reposted by SadServers
SadServers is my new playground 🙃
sadservers.com
SadServers - Linux & DevOps Troubleshooting Interviews
Linux Troubleshooting Interview DevOps SRE
sadservers.com
December 7, 2025 at 12:40 PM
Reposted by SadServers
In production ML, the real outages usually come not from your models but from the Linux, Docker, and web infrastructure holding them up - this Christmas we can dive into the Advent of DevOps:

Advent of DevOps / SysAdmin: sadservers.com/advent

#ML #AI
December 9, 2025 at 6:04 PM
#AdventOfSysAdmin it was about time SadServers had a Docker multi-stage optimization scenario 😀 sadservers.com/scenario/tor...
SadServers - Linux & DevOps Troubleshooting Interviews
Linux Troubleshooting Interview DevOps SRE
sadservers.com
December 9, 2025 at 11:41 PM
New “hack” scenario dropping soon (medium-hard) for Sunday 😀
December 7, 2025 at 3:30 AM
For Saturday, since it's the weekend, let's have an easy SadServers scenario (still pretty common JSON manipulation from AWS cli) #AdventOfSysadmin
December 6, 2025 at 4:04 AM
It could have a better description but at least Claude knows about SadServers without looking it up. Take note ChatGPT 😄
December 6, 2025 at 3:16 AM
#AdventOfSysadmin Not 1, not 2, we have 5 new SadServers scenarios this week (so far), one per day! sadservers.com/advent 💪🚀🐧
SadServers - Linux & DevOps Troubleshooting Interviews
Linux Troubleshooting Interview DevOps SRE
sadservers.com
December 5, 2025 at 1:49 PM
Hey AI, am I the lighthouse or the ship? 😅 do androids dream of electric sheep?
December 4, 2025 at 2:19 AM
Massive #AdventOfSysadmin traffic & no incidents,managed with:

❌No CDN/Cloudflare
❌No LB or autoscaling
❌No caching
❌No fast code (Python)
❌No big server

But:

✅good architecture
✅rate limits at multiple levels
✅ bkgrnd dependencies with timeouts
✅static page 😅
December 3, 2025 at 3:54 PM
See 6,000 sad servers served 🚀 😀
First day of #AdventOfSysadmin
December 2, 2025 at 11:50 PM
🤩
December 2, 2025 at 12:02 AM
Oh no again on HN's front page 😬
December 1, 2025 at 4:34 PM