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Daily developer tips, AI tool alerts, code snippets, and more.

DevOps Oct 5, 2026

Stop Guessing: Monitor Disk Write Latency with `iostat` and `pidstat`

It’s 2 AM, and your CI/CD pipeline is timing out. The CPU looks fine, memory is stable, but the build agents are freezing. You suspect the disk, but d...

DevOps Oct 4, 2026

Stop guessing why your node "hung": Enable Kernel Soft Lockup Detection

You’re on-call when a production node stops responding to SSH and health checks fail, but the machine isn’t dead—the CPU is still at 100%, yet no proc...

DevOps Sep 30, 2026

Stop "Ghost" Files from Eating Your Disk: Find and Kill Held Open Handles

You are on-call, and the monitoring dashboard screams that the primary application server is at 95% disk usage. You log in, run df -h, and see the roo...

DevOps Sep 29, 2026

Stop "Out of Memory" Kills by Tuning Cgroup v2 Memory Pressure

You deploy a new version of your application, and within minutes, the oom-killer starts terminating processes. dmesg shows "Out of memory: Killed proc...

DevOps Sep 28, 2026

Prevent Noisy Neighbor OOM Kills with Systemd-OOMD Tuning

You’re on-call at 2 AM because a production web server just went down. The logs show a Killed process message, and you realize a single runaway Java a...

DevOps Sep 26, 2026

Stop your CI/CD runners from bloating with dangling Docker images

You’re mid-deploy when the build fails with no space left on device. You check df -h and see the disk is full, but du -sh /var/lib/docker shows it’s o...

DevOps Sep 23, 2026

Stop Random OOM Kills: Pin Critical Services with `oom_score_adj`

You’re staring at your logs, confused. Your database container didn’t crash due to a bug or a bad query; it was simply terminated by the Linux kernel’...

DevOps Sep 22, 2026

Stop losing production context: Automate kdump for kernel panics

You’re staring at a black screen. Your critical database node just rebooted itself, and /var/log/syslog shows a generic "system rebooted" message with...

DevOps Sep 21, 2026

Stop your OOM Killer from taking down the whole node: Use cgroup memory limits

You deploy a new microservice, and within an hour, the entire production node goes unresponsive. You SSH in, only to find the system is thrashing. Che...

DevOps Sep 20, 2026

Stop guessing at slow disks: Detect I/O wait before your users do

You receive an alert that your application response time has degraded, but CPU and memory look normal. The root cause is hidden in the kernel: your st...