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

DevOps Oct 14, 2026

Prevent Kernel Panics: Monitor and Tune Conntrack Table Limits Before They Explode

A sudden spike in traffic from a misconfigured client or a DDoS attack can fill your kernel’s connection tracking table. When nf_conntrack hits its ma...

DevOps Oct 13, 2026

Stop Running Cron Inside Containers: Use Docker’s `--rm` + Host Scheduler Instead

You have a lightweight container meant to run a periodic cleanup script or report generator. You baked cron into the Dockerfile, installed the service...

DevOps Oct 12, 2026

Debugging Container Failures Without Breaking Security Boundaries

You are trying to debug a container that crashes immediately upon startup or behaves erratically, but you cannot simply exec into it because the entry...

DevOps Oct 11, 2026

Kernel OOM kills your app first: set `OOMScoreAdjust` in systemd

A sysadmin incident that is easy to miss is “the app died, but the disk was fine.” The service exits with signal SIGKILL, journalctl shows Killed proc...

DevOps Oct 10, 2026

Inode exhaustion: `df` shows free space, but `open()` fails

A common, confusing incident: a service starts writing millions of tiny files — build cache, email queue, session files, Prometheus WAL chunks, or tem...

DevOps Oct 8, 2026

Stop "Permission denied (publickey)" errors by fixing SSH agent socket permissions

You’re trying to deploy via a bastion host using ssh -A user@bastion, but the connection to the target server fails with Permission denied (publickey)...

DevOps Oct 7, 2026

Stop Docker Builds from Exploding: Fix Layer Bloat with BuildKit Caching

You push a one-line code change to your CI/CD pipeline, but the build takes 15 minutes because Docker is re-downloading base images and re-executing h...

AI Tools Oct 6, 2026

The $2,000 Question: Should You Self-Host Your LLM?

The most common question we get: "Should we self-host our LLM or just use an API?" The honest answer is: it depends on three numbers, and most teams c...

AI Tools Oct 6, 2026

Why Your AI Agent Is a Liability Until It Can Be Stopped

Every "autonomous AI agent" demo you've seen is a happy path. The demo shows the agent finishing the task in 30 seconds. Nobody shows you what happens...

AI Tools Oct 6, 2026

Agentice Stack: A Model-Agnostic AI Agent Harness, Open Sourced

We just open-sourced the agent harness we use for every deployment: Agentice Stack. MIT-licensed, two dependencies, and it runs fully offline for demo...