You bought the observability platform. You still have noisy alerts and slow incident response. The problem is not the tool.

Pallavi Agrawal's Ignite at DevOpsDays Zürich 2026: design observability before you buy it.

Start with critical user journeys. Map business goals to SLIs/SLOs. Evaluate platforms based on decisions and actions, not dashboards.

https://www.devopsdays.ch/event/program/ignites/pallavi-agrawal/

#DevOpsDays #DevOps #Observability #SRE #Zurich

Poll for AI builders:

What's the #1 thing that breaks in your AI system in production?

A) Model output quality degrades over time
B) Costs spiral out of control
C) Latency spikes under real load
D) Edge cases you never tested for

Reply with your letter + war story 👇

#AI #DevOps #tech

Most AWS IAM knowledge isn’t learned in tutorials — it’s learned at 3AM during outages.

From AccessDenied errors to SCP traps and policy misconfigurations, this deep dive reveals real-world IAM troubleshooting strategies used by experienced engineers.

Read now: https://shorturl.at/6PmBR

#AWS #IAM #CloudSecurity #DevOps #SRE #CloudEngineering #AWSTips #SecurityEngineering #tech

Stop Writing Logs. Start Writing Answers.

Full guide : https://www.linuxteck.com/linux-logging-best-practices/

Most sysadmins drown in log noise and still can't find what broke.

This 4-slide guide covers everything - from signal vs. noise to structured output, level discipline, and production-grade ops.

Save this before your next incident.

#Linux #Sysadmin #DevOps #Observability #LinuxTeck

I thought I hated compliance. It always seemed like unnecessary theater.

Spreadsheets populated by people that don't understand neither the the control nor system don't make things safer or more complete.

Turns out compliance is sexy, it's just the performance of it that's ugly. Probably because of the results.

Check this out though. Dark Lantern is just a test instance of a new middleware engine I'm working on. It's just a handful of boundaries implemented as simple Ruby classes and a YAML that defines routes and which boundaries they cross.

And it just wraps git repos with tree-sitter. DL-URS-010 is the requirement that the system describes itself. And it does

Neat

#complianceissexy #platformengineering #devops #wanderland

Virtual machines are brilliant. You can engineer a fully working system from scratch, destroy it for fun, and rebuild it in seconds. You just repeat the loop until you are completely proficient at both breaking and fixing. 🛠️

#linux #vm #devops #sysadmin #ubuntu #RockyLinux #arch